{
  "study_date": "2026-10-25",
  "cards": [
    {
      "id": "B01",
      "card": "1961 Fleer Wilt Chamberlain #8",
      "short_name": "Wilt Chamberlain / 1961 Fleer",
      "sport": "Basketball",
      "label_history": "PSA 10 at auction → PSA 9 currently",
      "current_psa_card_grade": 9,
      "estimate_low": 6,
      "estimate_high": 8,
      "components": {
        "centering": {
          "score": 8.5,
          "left_right": "48/52",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is well-balanced with a very minor shift toward the left.",
            "Back centering is exceptionally good for 1961 Fleer issue."
          ]
        },
        "corners": {
          "score": 7.5,
          "notes": [
            "Front top-left corner exhibits minor edge fuzzing and slight softness.",
            "Remaining corners display strong shape and sharpness typical of NM vintage stock."
          ]
        },
        "edges": {
          "score": 7.0,
          "notes": [
            "Right edge features authentic factory wire-cut roughness characteristic of the 1961 Fleer basketball set.",
            "Minor edge fiber fraying visible under high magnification along top-left border."
          ]
        },
        "surface": {
          "score": 7.5,
          "notes": [
            "Front print register is crisp with vivid red background ink and strong contrast in portrait.",
            "Minor standard print snow/flecks present in dark background areas.",
            "Small isolated age spot on reverse near bottom-left text field."
          ]
        }
      },
      "status": "Documented correction; HaloVision numerical accuracy not established",
      "summary": "The same cert appears in the original PSA 10 auction holder and currently as PSA 9 on PSA’s site. Full auction scans were downloaded.",
      "interpretation": "Premium estimated 6–8, while PSA’s documented correction is 9. The output discusses normal factory roughness, so a lower score here cannot be counted as a correct grade or proof of superiority.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B01-front.webp",
        "back": "/assets/halovision-evidence/cards/B01-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B01-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B01-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B02",
      "card": "1993 SP Derek Jeter Foil #279",
      "short_name": "Derek Jeter / 1993 SP",
      "sport": "Baseball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 7,
      "estimate_high": 8,
      "components": {
        "centering": {
          "score": 9.0,
          "left_right": "52/48",
          "top_bottom": "55/45",
          "notes": [
            "Centering is strong on both front and back with no significant lateral or vertical tilt."
          ]
        },
        "corners": {
          "score": 8.0,
          "notes": [
            "Front top-right and bottom-right corner tips show minor touch of whitening/edge loss against the black border.",
            "Back top-left corner shows slight wear/chipping at the edge of the red header block."
          ]
        },
        "edges": {
          "score": 7.5,
          "notes": [
            "Chipping visible along the front top edge and right side edge, common for all-black border 1993 Upper Deck stock.",
            "Back top edge shows faint roughness near the corner."
          ]
        },
        "surface": {
          "score": 7.5,
          "notes": [
            "Fine hairline scratches visible in the dark black field of the front surface under detail close-ups.",
            "Back center surface shows a fine hairline mark near Jeter's glove.",
            "Scattered white dust particles present, likely on holder or scanner glass."
          ]
        }
      },
      "status": "Candidate; holder-versus-card surface ambiguity remains",
      "summary": "Full auction scans are available. Premium flagged corner whitening, edge chipping and hairlines, returning an overall 7–8 range.",
      "interpretation": "Premium estimated PSA 7.5 within an overall 7–8 range. Surface hairlines may be on the holder; this is not yet a confirmed brochure win.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B02-front.webp",
        "back": "/assets/halovision-evidence/cards/B02-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B02-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B02-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B03",
      "card": "1970 O-Pee-Chee Bobby Orr #3",
      "short_name": "Bobby Orr / 1970 O-Pee-Chee",
      "sport": "Hockey",
      "label_history": "PSA 9",
      "current_psa_card_grade": 9,
      "estimate_low": 2,
      "estimate_high": 4,
      "components": {
        "centering": {
          "score": 8.0,
          "left_right": "55/45",
          "top_bottom": "55/45",
          "notes": [
            "Front centering is slightly shifted left-to-right",
            "Back centering is within expected parameters for vintage O-Pee-Chee"
          ]
        },
        "corners": {
          "score": 7.5,
          "notes": [
            "Minor softening and light wear on corner tips",
            "Top-left and bottom-left corners show slight touch of wear"
          ]
        },
        "edges": {
          "score": 7.5,
          "notes": [
            "Standard vintage O-Pee-Chee rough-cut edges",
            "Minor edge chipping visible along borders"
          ]
        },
        "surface": {
          "score": 3.0,
          "notes": [
            "Severe surface defect: paper loss / surface gouge tear on back inside black text box",
            "Front surface displays strong color and minimal surface wear"
          ]
        }
      },
      "status": "Strong defect-detection candidate; physical grade unconfirmed",
      "summary": "A substantial pale abrasion interrupts the dark biography box on the reverse. The deployed Premium helper identified paper loss without the grade label or complaint. All four fresh calls identified the same reverse defect.",
      "interpretation": "Supports an image-based missed-defect comparison. PSA has not been shown to confirm a lower grade for this specimen. The exact 2–4 estimate remains an AI estimate, and photos cannot establish damage depth or when damage occurred.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B03-front.webp",
        "back": "/assets/halovision-evidence/cards/B03-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B03-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B03-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B04",
      "card": "1991 Fleer Michael Jordan #29",
      "short_name": "Michael Jordan / 1991 Fleer",
      "sport": "Basketball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 9.0,
          "left_right": "52/48",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is well-balanced left-to-right and top-to-bottom.",
            "Back image alignment is centered well within standard factory tolerances."
          ]
        },
        "corners": {
          "score": 9.0,
          "notes": [
            "Front corners appear sharp with negligible wear.",
            "Back top-left corner shows slight touch of factory fuzz/rough cut."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Front edges show clean color cut.",
            "Back top edge exhibits minor factory rough-cut texture and light chipping."
          ]
        },
        "surface": {
          "score": 9.0,
          "notes": [
            "Front gloss and color registration are sharp.",
            "Back surface is clean without notable staining or print defects."
          ]
        }
      },
      "status": "Small discrepancy; no severe defect established",
      "summary": "Premium returned 8–9, mainly for minor reverse edge roughness. The region inspector also noted a very small lower-left front corner mark, with reflection or dust as alternatives.",
      "interpretation": "This does not establish the severe 10-versus-5/6 disagreement sought for the brochure. The factory-cut explanation and holder alternatives remain unresolved.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B04-front.webp",
        "back": "/assets/halovision-evidence/cards/B04-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B04-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B04-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B05",
      "card": "1990 Upper Deck Sergei Fedorov #525",
      "short_name": "Sergei Fedorov / 1990 Upper Deck",
      "sport": "Hockey",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "52/48",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is well balanced both horizontally and vertically.",
            "Back centering shows excellent alignment within standard grading tolerances."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "All four front and back corners display crisp, sharp points.",
            "Extremely minor factory edge wear near top right tip, barely perceptible under magnification."
          ]
        },
        "edges": {
          "score": 9.0,
          "notes": [
            "Clean paper edges with light factory cut fuzz along the top and right borders.",
            "No evidence of chipping or heavy fraying."
          ]
        },
        "surface": {
          "score": 9.0,
          "notes": [
            "Front image area features strong color gloss and no obvious scratches or print defects.",
            "Small isolated dark print speck noted on the lower-right light blue background on the reverse."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9–10, overlapping the PSA 10 label. It described sharp corners, balanced centering and minor factory fuzz.",
      "interpretation": "Do not present this as a grading failure. The collector lead did not produce a large disagreement in this test.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B05-front.webp",
        "back": "/assets/halovision-evidence/cards/B05-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B05-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B05-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B06",
      "card": "2007 Mundi Cromo Lionel Messi #661",
      "short_name": "Lionel Messi / 2007 Mundi Cromo",
      "sport": "Soccer",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 7,
      "estimate_high": 8,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "50/50",
          "top_bottom": "50/50",
          "notes": [
            "Full-bleed design with rounded corners; artwork appears properly centered."
          ]
        },
        "corners": {
          "score": 8.5,
          "notes": [
            "Factory rounded corners show minor edge roughness typical of plastic die-cut card stock.",
            "No major creasing or blunt impacts observed."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Minor die-cut burring along right and bottom edges visible under magnification."
          ]
        },
        "surface": {
          "score": 8.0,
          "notes": [
            "Light micro-scratching and minor scuffing visible on front holographic security layer.",
            "Sleeve reflections obscure minor surface areas."
          ]
        }
      },
      "status": "Follow-up candidate; image interpretation remains uncertain",
      "summary": "Premium returned 7–8 and noted edge burring and front holographic-layer scuffing. The original reverse scan also shows a pale area at the lower-right corner.",
      "interpretation": "Rounded corners are normal for this issue. Premium did not explicitly identify the owner’s main reverse-corner complaint and described the stock as plastic without independent verification. A lower estimate alone is not a confirmed accuracy win.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B06-front.webp",
        "back": "/assets/halovision-evidence/cards/B06-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B06-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B06-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B07",
      "card": "2023 Bowman Draft Sapphire Wyatt Langford autograph #CDAWL",
      "short_name": "Wyatt Langford / 2023 Sapphire",
      "sport": "Baseball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "50/50",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is virtually dead centered both horizontally and vertically.",
            "Back centering is slightly offset left-to-right at approximately 55/45."
          ]
        },
        "corners": {
          "score": 9.0,
          "notes": [
            "Front corners are sharp and clean.",
            "Back top-left corner shows a very minor tip touch/faint speck of white."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Clean factory cut edges around the perimeter with no visible chipping or flaking."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Front Chrome finish is clean with bold blue hard-signed autograph.",
            "Faint stray fiber/lint visible on lower-right front detail appears to be on holder/glass rather than card surface."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9–10, overlapping PSA’s label. It noted a minor reverse corner touch and otherwise clean edges and surface.",
      "interpretation": "This is a useful retained negative result. Minor corner touches in a photo do not establish that this specimen should grade 5 or 6.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B07-front.webp",
        "back": "/assets/halovision-evidence/cards/B07-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B07-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B07-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B08",
      "card": "2016 Pokemon XY Generations Radiant Collection Snorunt #RC7",
      "short_name": "Snorunt / 2016 Generations",
      "sport": "TCG",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 9,
          "left_right": "48/52",
          "top_bottom": "50/50",
          "notes": [
            "Front left border is slightly narrower than the right border.",
            "Back centering appears well-balanced horizontally and vertically."
          ]
        },
        "corners": {
          "score": 8.5,
          "notes": [
            "Front corners show clean, sharp cuts.",
            "Back top-left corner tip exhibits slight whitening.",
            "Back bottom corners display minor specks of white touch."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Front edges appear clean and free of chipping.",
            "Back top edge exhibits slight roughness and tiny specks of edge whitening."
          ]
        },
        "surface": {
          "score": 9.0,
          "notes": [
            "Front surface gloss and artwork are clean with no obvious denting or print lines.",
            "Back surface is overall clean with no major scuffs or scratches observed."
          ]
        }
      },
      "status": "Inconclusive for brochure use; supplementary-angle check",
      "summary": "The full front/back scan pair returned 8–9. Adding four label-hidden angled reverse views also returned 8–9 with surface 9. The supplementary inspector mostly interpreted the pale marks as lint or holder artifacts.",
      "interpretation": "The pale marks are not established as physical dents. This does not substantiate a severe grading error or a missed-defect claim against either grader. The separate experimental inspector’s findings are retained below.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B08-front.webp",
        "back": "/assets/halovision-evidence/cards/B08-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B08-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B08-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B09",
      "card": "2023-24 Topps Chrome UCC Lamine Yamal Orange autograph #LY",
      "short_name": "Lamine Yamal / 2023-24 Chrome",
      "sport": "Soccer",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "52/48",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is very strong with minimal left-right variance.",
            "Back centering is well-balanced within gem mint thresholds."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "All four corners on both front and back show sharp tips and strong integrity.",
            "No structural crushing or noticeable whitening observed on corner points."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Edges show crisp cutting along the Chrome foil layer.",
            "No noticeable chipping, flaking, or rough factory burring on front or back perimeters."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "On-card sticker autograph is cleanly applied without edge lift or ink smudging.",
            "Minor dust/lint fibers noted near the front bottom-left region and holder, appearing to be external surface artifacts."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9-10, overlapping the PSA 10 card label, and treated minor fibers as holder artifacts.",
      "interpretation": "This does not support a severe grading-failure claim. Autograph grade 10 is a separate label field, not the condition grade being compared.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B09-front.webp",
        "back": "/assets/halovision-evidence/cards/B09-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B09-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B09-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B10",
      "card": "2020 Panini Prizm Patrick Mahomes II Green Shimmer #124",
      "short_name": "Patrick Mahomes / 2020 Prizm",
      "sport": "Football",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "52/48",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is very well balanced horizontally and vertically.",
            "Back centering slightly favors the right border, well within high-grade tolerances."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "All four corners are sharp, tight, and well-formed with minimal to no soft tips visible."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Edges present clean cut lines front and back with no noticeable chipping or flaking."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Green Prizm finish displays bright gloss and clean reflectivity.",
            "Serial stamp '2/5' on the back surface is crisp and fully intact.",
            "No critical surface scratches, dents, or major print lines observed."
          ]
        }
      },
      "status": "No meaningful discrepancy in official-scan test",
      "summary": "Premium returned 9-10 with high component scores on the complete official scans. The collector complaint was about reverse corners in separate marketplace photos.",
      "interpretation": "The scans do not reproduce a major error in this Premium call. Different lighting can change corner visibility; the lower-quality complaint photograph is not a substitute for physical verification.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B10-front.webp",
        "back": "/assets/halovision-evidence/cards/B10-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B10-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B10-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B11",
      "card": "1981 Topps Joe Montana #216",
      "short_name": "Joe Montana / 1981 Topps",
      "sport": "Football",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 9.0,
          "left_right": "48/52",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is well-balanced with slight left-to-right offset",
            "Back centering is strong and within high-grade standards"
          ]
        },
        "corners": {
          "score": 8.5,
          "notes": [
            "Corners are sharp overall with minor hint of vintage card stock fuzzing on tips"
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Edges show clean factory cut with minimal vintage rough cutting"
          ]
        },
        "surface": {
          "score": 8.5,
          "notes": [
            "Clean print register and bright color",
            "Minor standard 1981 Topps print speckling/snow visible under magnification"
          ]
        }
      },
      "status": "Modest numerical disagreement; no severe defect established",
      "summary": "Premium returned 8-9, mainly citing vintage-stock corner fuzz, minor rough cutting and print speckling.",
      "interpretation": "The output does not establish a PSA 10 versus 5/6 error. Normal manufacturing characteristics and the grading-era centering standard must be considered.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B11-front.webp",
        "back": "/assets/halovision-evidence/cards/B11-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B11-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B11-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B12",
      "card": "2023 Panini Prizm Victor Wembanyama Global Reach Silver #2",
      "short_name": "Victor Wembanyama / 2023 Prizm",
      "sport": "Basketball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "50/50",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is exceptionally well balanced both left-to-right and top-to-bottom.",
            "Back centering is virtually spot-on with balanced white borders."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "All four front corners present sharp, crisp points with no visible whitening.",
            "Back corners are well-defined with minimal to no edge wear at the tips."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Front edges appear clean and smooth across all borders.",
            "Back top edge shows very minor light factory paper friction standard for Prizm stock."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Front Prizm foil surface retains strong sheen with no visible print lines or scratches.",
            "Back surface is clean, dark black print areas show no noticeable scuffing or print spots."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9-10 and described sharp corners, clean edges and balanced centering.",
      "interpretation": "Do not count this as a grading failure. Centering ratios are model estimates rather than calibrated measurements.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B12-front.webp",
        "back": "/assets/halovision-evidence/cards/B12-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B12-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B12-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B13",
      "card": "2023 Topps Chrome Francisco Alvarez Orange Wave autograph #RAFA",
      "short_name": "Francisco Alvarez / 2023 Chrome",
      "sport": "Baseball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "48/52",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is well within Gem Mint tolerances, with a very minor left-to-right bias.",
            "Back centering is exceptionally clean and balanced."
          ]
        },
        "corners": {
          "score": 10.0,
          "notes": [
            "All four front and back corners appear sharp, well-formed, and crisp under magnification."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Edges show smooth factory cuts with no noticeable chipping or refractor foil flaking."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Front refractor finish shows excellent gloss with bright foil print and clean autograph application.",
            "Back paper surface is clean and free of notable print spots or wear."
          ]
        }
      },
      "status": "Possible stain/debris flagged in region detail; Premium returned 9-10",
      "summary": "Premium returned 9-10 and described a clean surface. The separate region inspector localized a small yellow-brown spot on the upper-right white reverse border and requested human review.",
      "interpretation": "The mark is visible in the native crop, but its physical nature remains unresolved: card staining, holder debris/residue and a print or paper inclusion are alternatives. This is a useful follow-up and a difference between components, not a demonstrated correct HaloVision whole-card grade or a proven PSA 10 versus 5/6 error.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B13-front.webp",
        "back": "/assets/halovision-evidence/cards/B13-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B13-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B13-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B14",
      "card": "1992 Stadium Club Beam Team Shaquille O'Neal #21",
      "short_name": "Shaquille O'Neal / 1992 Beam Team",
      "sport": "Basketball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "50/50",
          "top_bottom": "50/50",
          "notes": [
            "Front full-bleed graphic appears evenly centered.",
            "Back borders show excellent left-to-right and top-to-bottom balance."
          ]
        },
        "corners": {
          "score": 8.5,
          "notes": [
            "Front top-right corner shows a slight touch of wear at the tip.",
            "Back bottom-left and bottom-right corner tips exhibit minor white touch/chipping.",
            "Remaining corners are sharp."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Front bottom foil edge has minor micro-flaking typical for Stadium Club Beam Team foil.",
            "Back dark edges show faint specks of white wear upon close inspection."
          ]
        },
        "surface": {
          "score": 8.5,
          "notes": [
            "Front foil finish displays good gloss with light hairline surface friction marks.",
            "Back black surface shows minor dust particles and tiny scattered print specks."
          ]
        }
      },
      "status": "Minor corner and edge findings; modest disagreement",
      "summary": "Premium returned 8-9, identifying small reverse corner touches and front foil micro-flaking.",
      "interpretation": "The returned findings are minor. They do not establish a correct grade of 5 or 6, and surface hairlines through a holder remain ambiguous.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B14-front.webp",
        "back": "/assets/halovision-evidence/cards/B14-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B14-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B14-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B15",
      "card": "2020 Bowman Chrome Bobby Witt Jr. Orange autograph #CPABWJ",
      "short_name": "Bobby Witt Jr. / 2020 Bowman",
      "sport": "Baseball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "50/50",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is virtually centered both horizontally and vertically.",
            "Back centering is slightly offset left-to-right at approximately 55/45."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "Corners appear very sharp and well-defined on both front and back.",
            "No visible whitening, fraying, or soft tips observed in detail views."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Edges display a clean factory cut with no chipping or burring visible along the borders."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Orange refractor surface exhibits excellent gloss and clean presentation.",
            "Autograph is complete and bold without visible smudging or severe fading."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9-10, overlapping PSA 10, and described sharp corners and clean orange refractor surfaces.",
      "interpretation": "The centering complaint did not produce a large disagreement in this test. The autograph grade is separate from the card condition grade.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B15-front.webp",
        "back": "/assets/halovision-evidence/cards/B15-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B15-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B15-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B16",
      "card": "2023 Topps x Bob Ross Jackie Robinson Midnight Black 1/1 #45",
      "short_name": "Jackie Robinson / 2023 Bob Ross",
      "sport": "Baseball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 9.0,
          "left_right": "50/50",
          "top_bottom": "53/47",
          "notes": [
            "Front centering is well-balanced left-to-right and top-to-bottom.",
            "Back centering shows a slight left-to-right off-center shift (approx 58/42)."
          ]
        },
        "corners": {
          "score": 9.0,
          "notes": [
            "All four corners on front and back appear sharp with well-defined points.",
            "Minor micro-imperfection visible at the extreme top edge near top-right corner under magnification."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Dark full-bleed black borders are sensitive to edge wear.",
            "Minor edge roughness/micro-chipping visible along top and right borders."
          ]
        },
        "surface": {
          "score": 8.5,
          "notes": [
            "Blue foil 1/1 stamp is clean and crisp.",
            "A prominent white fiber/lint artifact is visible sweeping across the bottom-left corner over the inner border line.",
            "Additional hairline lint/artifact visible above 'JOY OF' near top left.",
            "Scuffing and light scratches observed on the outer plastic holder."
          ]
        }
      },
      "status": "Ambiguous lower-border mark; Premium returned 8-9",
      "summary": "Premium returned 8-9 and noted minor edge irregularity and holder artifacts. One region answer also flagged a moderate pale diagonal mark below the front name banner, with holder scuff, fiber and printed texture as alternatives.",
      "interpretation": "The mark is visible but its cause is unconfirmed. The decorative corner diamonds are printed design features. Neither the diagonal mark nor a stray white fiber establishes paper loss or a severe grading error from these scans alone.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B16-front.webp",
        "back": "/assets/halovision-evidence/cards/B16-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B16-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B16-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B17",
      "card": "2025 Topps Shohei Ohtani Big Apple Orange Foil #400",
      "short_name": "Shohei Ohtani / 2025 Topps",
      "sport": "Baseball",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "48/52",
          "top_bottom": "48/52",
          "notes": [
            "Front centering is very well-balanced, slightly favoring right and bottom borders but comfortably within Gem Mint standards.",
            "Back centering shows clean, symmetric margin layout."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "All four front and back corners appear sharp and well-defined with no notable soft tips or crushing."
          ]
        },
        "edges": {
          "score": 9.0,
          "notes": [
            "Front right edge exhibits minor print factory rough-cutting with tiny specks of white stock showing on close inspection.",
            "Remaining top, bottom, and left edges remain smooth and crisp."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Gloss and orange foil border present vibrant color with clean, crisp stamping.",
            "Faint stray fiber/hair observed on front bottom-right orange area and back top-right blue field appears to be scanner glass or holder artifact."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9-10 on complete official scans approximately 6000 pixels tall. It noted minor right-edge roughness and possible holder fibers.",
      "interpretation": "This does not support a severe grading-failure claim. The model centering ratios are retained as estimates, not actual measured border geometry.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B17-front.webp",
        "back": "/assets/halovision-evidence/cards/B17-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B17-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B17-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B18",
      "card": "2001 Pokemon Neo Discovery Eevee #38",
      "short_name": "Eevee / 2001 Neo Discovery",
      "sport": "TCG",
      "label_history": "PSA 9",
      "current_psa_card_grade": 9,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 8.5,
          "left_right": "48/52",
          "top_bottom": "52/48",
          "notes": [
            "Front centering is well balanced with slight left-right bias.",
            "Back centering shows slight top-bottom variance."
          ]
        },
        "corners": {
          "score": 8.5,
          "notes": [
            "Front corners appear clean and well-shaped.",
            "Back top-right corner shows slight edge touch/speck of whitening."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Front yellow borders are clean and intact.",
            "Back edges display minor edge wear and faint flecks of whitening near the bottom-right border."
          ]
        },
        "surface": {
          "score": 8.5,
          "notes": [
            "Front surface is clear with strong color retention.",
            "Back surface is mostly clean with minor isolated specks visible under magnification.",
            "Notable glare artifacts present from protective sleeve/case overhead lighting."
          ]
        }
      },
      "status": "Range overlaps PSA 9; regional reverse-edge whitening",
      "summary": "Premium returned 8-9, overlapping PSA 9. The separate region inspector identified moderate whitening along the reverse left edge, in addition to holder glare.",
      "interpretation": "The native region shows irregular pale edge marks that merit physical review. That visible finding does not independently establish a correct lower whole-card grade or show that PSA 9 is wrong. The component findings and original owner photographs are preserved.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B18-front.webp",
        "back": "/assets/halovision-evidence/cards/B18-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B18-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B18-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B19",
      "card": "2001 Pokemon Japanese Neo 4 Shining Tyranitar #248",
      "short_name": "Shining Tyranitar / 2001 Neo 4",
      "sport": "TCG",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 9,
      "estimate_high": 10,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "52/48",
          "top_bottom": "53/47",
          "notes": [
            "Front centering is very strong left-to-right and top-to-bottom.",
            "Back border alignment is well within gem mint parameters."
          ]
        },
        "corners": {
          "score": 9.5,
          "notes": [
            "Corners appear sharp on both front and back with no visible whitening or wear."
          ]
        },
        "edges": {
          "score": 9.5,
          "notes": [
            "Edges show no discernible chipping, wear, or touch-ups on front yellow or back blue borders."
          ]
        },
        "surface": {
          "score": 9.5,
          "notes": [
            "Foil texture on Shining Tyranitar appears crisp and undamaged.",
            "Back gloss is well-preserved with no noticeable scratches or print defects."
          ]
        }
      },
      "status": "No meaningful discrepancy",
      "summary": "Premium returned 9-10 and described clean edges and strong condition on official 2400-pixel scans.",
      "interpretation": "Do not present the general collector complaint about Neo 4 Shining cards as proof of damage on this particular specimen.",
      "overlaps_label": true,
      "images": {
        "front": "/assets/halovision-evidence/cards/B19-front.webp",
        "back": "/assets/halovision-evidence/cards/B19-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B19-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B19-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    },
    {
      "id": "B20",
      "card": "2000 Pokemon Japanese Promo Lucky Stadium Tropical Mega Battle",
      "short_name": "Lucky Stadium / 2000 Promo",
      "sport": "TCG",
      "label_history": "PSA 10",
      "current_psa_card_grade": 10,
      "estimate_low": 8,
      "estimate_high": 9,
      "components": {
        "centering": {
          "score": 9.5,
          "left_right": "50/50",
          "top_bottom": "50/50",
          "notes": [
            "Front centering is exceptionally well-balanced.",
            "Back centering is nearly perfect with minor 52/48 variance."
          ]
        },
        "corners": {
          "score": 9.0,
          "notes": [
            "Front corners appear sharp and clean.",
            "Back top corners show faint micro-whitening touches under detail view."
          ]
        },
        "edges": {
          "score": 8.5,
          "notes": [
            "Front bottom edge has a tiny white speck near the left corner.",
            "Back top edge exhibits light edge wear and minor speckling."
          ]
        },
        "surface": {
          "score": 9.0,
          "notes": [
            "Front artwork and text are clean and vibrant.",
            "Back surface shows small dust/lint specks on the dark blue background, but print quality is intact."
          ]
        }
      },
      "status": "Multiple minor reverse findings; modest disagreement",
      "summary": "Premium returned 8-9, identifying small reverse corner touches and edge wear on the complete original auction pair.",
      "interpretation": "This is a modest image-based disagreement, not a proven PSA 10 versus 5/6 error. Original unannotated scans were used; the forum close-ups were not fed to the first call.",
      "overlaps_label": false,
      "images": {
        "front": "/assets/halovision-evidence/cards/B20-front.webp",
        "back": "/assets/halovision-evidence/cards/B20-back.webp",
        "front_preview": "/assets/halovision-evidence/cards/B20-front-preview.webp",
        "back_preview": "/assets/halovision-evidence/cards/B20-back-preview.webp"
      },
      "image_note": "Card-only crops. Certification labels omitted; orientation adjusted for reading.",
      "source_credit": "Third-party and owner photographs; exact source references retained privately."
    }
  ],
  "method": {
    "sample": "Selected collector-complaint leads; not random",
    "complete_pairs": 20,
    "sports": 16,
    "tcg": 4,
    "distinct_regions": 360,
    "uncertain_region_answers": 12,
    "centering": "Model estimate, not calibrated measurement",
    "scope": "Deployed Premium image/prompt/provider helpers plus separate experimental region inspector; full production intake/acceptance workflow not executed.",
    "verified_physical_grades": 0,
    "general_accuracy_advantage_established": false,
    "public_identity": "Study references only; PSA certificate identifiers retained privately."
  }
}