Vintage Coach Hunter

{
    "is_handbag_probability": 0.965,
    "coach_probability": 0.01,
    "vintage_probability": 0.01,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.605,
    "seller_misidentification_probability": 0.065,
    "confidence": 0.92,
    "recommended_max_bid": 9,
    "estimated_resale_low": 12.5,
    "estimated_resale_high": 35,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly a large tote-style handbag with two long shoulder handles",
        "photo 1: attached retail tags indicate new merchandise"
    ],
    "negative_evidence": [
        "photo 1: prominent attached tag visibly reads \"alo,\" identifying the brand as Alo rather than Coach",
        "photo 1: gray tie-dye canvas construction is not vintage Coach glove-tanned leather",
        "photo 1: no Coach wordmark, horse-and-carriage, creed patch, turnlock, or vintage Coach hardware is visible",
        "photo 1: textile canvas and padded fabric handles are inconsistent with classic vintage Coach construction",
        "photo 1: gray tie-dye woven canvas tote with canvas handles, not glove-tanned leather",
        "photo 1: paper retail tags reading 'alo' attached to handle, not Coach leather hangtag or creed",
        "photo 1: no COACH wordmark, horse-and-carriage, creed patch, turnlock, or solid brass hardware visible",
        "photo 1: X-box stitched canvas handle attachments, inconsistent with vintage Coach leather construction"
    ],
    "missing_information": [
        "photo 1 shows only part of the exterior; interior, bottom, side panels, and care\/manufacturing labels are not shown",
        "seller-stated dimensions and original retail information are not provided",
        "photo 1: only cropped top\/handle view shown, full front\/back\/bottom\/side\/interior not shown",
        "photo 1: interior\/lining not shown",
        "photo 1: no creed patch view - request interior wall\/pocket close-up to confirm absence"
    ],
    "authenticity_concerns": [
        "photo 1: the visible Alo branding is inconsistent with a Coach identification; this appears to be a non-Coach Alo tote rather than a Coach replica"
    ],
    "possible_model_reasoning": [
        "photo 1: silhouette is a large canvas shopper or gym\/travel tote, not a recognizable vintage Coach model",
        "photo 1: Alo hangtag and textile construction support a modern Alo tote; no Coach-specific identifier is visible",
        "Condition: New with tags based on the attached retail tags and apparently clean exterior in photo 1; interior and bottom condition are not shown",
        "photo 1: Alo-branded canvas shopper tote with NWT tags matches listing title, not any Coach catalog silhouette",
        "No Coach identifiers visible: no creed, no wordmark, no turnlock, no brass, no glove-tanned leather",
        "Condition: New with tags; paper Alo tags attached (photo 1), canvas appears unused, full condition grading capped by missing full-body\/interior\/bottom views"
    ],
    "estimated_era": "modern (2000s+), non-Coach",
    "observed_features": {
        "creed_present": false,
        "serial_or_style_number_present": false,
        "coach_wordmark_present": false,
        "turnlock_present": false,
        "hangtag_present": false,
        "creed_text": "not_visible",
        "serial_or_style_number": "not_visible",
        "hardware_description": "photo 1: no metal hardware or turnlock is visible; paper Alo retail tags are attached",
        "leather_description": "photo 1: gray tie-dye textile canvas, not leather",
        "lining_description": "not_visible",
        "strap_construction": "photo 1: two wide padded textile shoulder handles, secured with stitched fabric reinforcement patches",
        "stitching_description": "photo 1: visible double-row stitching and reinforced handle attachments; overall construction appears consistent with a new canvas tote"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0094,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.01,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.86,
                "seller_misidentification_probability": 0.08,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: clearly a large tote-style handbag with two long shoulder handles",
                    "photo 1: attached retail tags indicate new merchandise"
                ],
                "negative_evidence": [
                    "photo 1: prominent attached tag visibly reads \"alo,\" identifying the brand as Alo rather than Coach",
                    "photo 1: gray tie-dye canvas construction is not vintage Coach glove-tanned leather",
                    "photo 1: no Coach wordmark, horse-and-carriage, creed patch, turnlock, or vintage Coach hardware is visible",
                    "photo 1: textile canvas and padded fabric handles are inconsistent with classic vintage Coach construction"
                ],
                "missing_information": [
                    "photo 1 shows only part of the exterior; interior, bottom, side panels, and care\/manufacturing labels are not shown",
                    "seller-stated dimensions and original retail information are not provided"
                ],
                "authenticity_concerns": [
                    "photo 1: the visible Alo branding is inconsistent with a Coach identification; this appears to be a non-Coach Alo tote rather than a Coach replica"
                ],
                "observed_features": {
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "serial_or_style_number_present": false,
                    "serial_or_style_number": "not_visible",
                    "coach_wordmark_present": false,
                    "turnlock_present": false,
                    "hangtag_present": true,
                    "hardware_description": "photo 1: no metal hardware or turnlock is visible; paper Alo retail tags are attached",
                    "leather_description": "photo 1: gray tie-dye textile canvas, not leather",
                    "lining_description": "not_visible",
                    "strap_construction": "photo 1: two wide padded textile shoulder handles, secured with stitched fabric reinforcement patches",
                    "stitching_description": "photo 1: visible double-row stitching and reinforced handle attachments; overall construction appears consistent with a new canvas tote"
                },
                "possible_model_reasoning": [
                    "photo 1: silhouette is a large canvas shopper or gym\/travel tote, not a recognizable vintage Coach model",
                    "photo 1: Alo hangtag and textile construction support a modern Alo tote; no Coach-specific identifier is visible",
                    "Condition: New with tags based on the attached retail tags and apparently clean exterior in photo 1; interior and bottom condition are not shown"
                ],
                "confidence": 0.94,
                "recommended_max_bid": 10,
                "estimated_resale_low": 15,
                "estimated_resale_high": 45
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.9,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 25,
                "estimated_resale_low": 10,
                "image_quality_score": 0.35,
                "is_handbag_probability": 0.95,
                "missing_information": [
                    "photo 1: only cropped top\/handle view shown, full front\/back\/bottom\/side\/interior not shown",
                    "photo 1: interior\/lining not shown",
                    "photo 1: no creed patch view - request interior wall\/pocket close-up to confirm absence"
                ],
                "negative_evidence": [
                    "photo 1: gray tie-dye woven canvas tote with canvas handles, not glove-tanned leather",
                    "photo 1: paper retail tags reading 'alo' attached to handle, not Coach leather hangtag or creed",
                    "photo 1: no COACH wordmark, horse-and-carriage, creed patch, turnlock, or solid brass hardware visible",
                    "photo 1: X-box stitched canvas handle attachments, inconsistent with vintage Coach leather construction"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "not_visible - no metal hardware visible in cropped view",
                    "leather_description": "no leather visible - gray\/white tie-dye woven canvas body and handles",
                    "lining_description": "not_visible",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "photo 1: straight machine stitching with X-box reinforcement at handle bases, thread matched to canvas",
                    "strap_construction": "photo 1: twin fixed canvas tote handles, sewn directly to body",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "photo 1: Alo-branded canvas shopper tote with NWT tags matches listing title, not any Coach catalog silhouette",
                    "No Coach identifiers visible: no creed, no wordmark, no turnlock, no brass, no glove-tanned leather",
                    "Condition: New with tags; paper Alo tags attached (photo 1), canvas appears unused, full condition grading capped by missing full-body\/interior\/bottom views"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.05,
                "vintage_probability": 0.01
            }
        }
    ],
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            "model_name": "meta:muse-spark-1.3-contributor",
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}