feat: add normal camera atlas maintenance tooling
This commit is contained in:
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{
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"schema": "sxcp_normal_camera_review_manifest_v1",
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"no_generation": true,
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"atlas_root": "/media/unraid/davinci/Qwen_edit_lora/pornpic/sorted",
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"folder": "fingering",
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"folder_alias": {
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"exact_source_folder": "fingering",
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"canonical_folder": "fingering",
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"canonical_key": "fingering",
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"alias_applied": false,
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"alias_reason": ""
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},
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"image_count": 15,
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"action_family": "manual_or_toy",
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"source_camera_view": "mixed_or_unspecified",
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"source_catalog_status": "action_reference_only",
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"review_state": "contact_sheet_ready",
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"methodology": [
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"Treat this folder as a cue-expansion pool, not automatic prompt truth.",
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"Cluster only repeated non-POV camera/pose families.",
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"Draft positive-only visual prompt cues from selected atlas references.",
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"Keep weak, mixed, or one-off groups as needs_samples."
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],
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"review_bucket_values": {
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"back_view": "Rear-facing normal-camera view where back/hips face camera.",
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"back_three_quarter": "Rear-offset normal-camera view with enough side/torso context.",
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"side_view": "Profile or near-profile lateral view with the body/action axis across frame.",
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"front_view": "Front-facing normal-camera view where the contact plane faces camera.",
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"front_three_quarter": "Front-offset normal-camera view.",
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"top_or_low_special": "Overhead, high-downward, low-angle, or under-view special camera.",
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"reject_or_unclear": "POV-like, mismatched, unclear, duplicate-only, or too mixed for cue drafting."
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},
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"selected_subvariants": [
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{
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"variant_key": "normal_fingering_mixed_camera_folder_pool",
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"review_bucket": "reject_or_unclear",
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"status": "needs_samples",
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"selection_date": "2026-07-02",
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"reference_images": [
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"fingering/0001.jpg",
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"fingering/195.jpg",
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"fingering/603.jpg"
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],
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"evidence_notes": "Contact-sheet review preserved the folder as a mixed source-pool anchor. The images include useful manual-contact examples, but upright, standing, side, and oral-adjacent frames keep the full folder from being one locked prompt-ready route."
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},
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{
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"variant_key": "normal_fingering_reclined_front_view",
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"review_bucket": "front_view",
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"status": "pre_ab_candidate",
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"selection_date": "2026-07-02",
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"reference_images": [
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"fingering/0004.jpg",
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"fingering/0006.jpg",
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"fingering/0013.jpg",
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"fingering/0015.jpg",
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"fingering/39.jpg",
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"fingering/50.jpg",
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"fingering/132.jpg",
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"fingering/133.jpg",
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"fingering/279.jpg",
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"fingering/603.jpg"
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],
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"evidence_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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}
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],
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"review_items": [
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{
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"reference_image": "fingering/0001.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "reject_or_unclear",
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"variant_key": "normal_fingering_mixed_camera_folder_pool",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review preserved the folder as a mixed source-pool anchor. The images include useful manual-contact examples, but upright, standing, side, and oral-adjacent frames keep the full folder from being one locked prompt-ready route.",
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"index": 1
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},
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{
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"reference_image": "fingering/0004.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 2
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},
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{
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"reference_image": "fingering/0006.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 3
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},
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{
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"reference_image": "fingering/0013.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 4
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},
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{
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"reference_image": "fingering/0015.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 5
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},
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{
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"reference_image": "fingering/39.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 6
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},
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{
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"reference_image": "fingering/50.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 7
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},
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{
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"reference_image": "fingering/132.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 8
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},
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{
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"reference_image": "fingering/133.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 9
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},
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{
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"reference_image": "fingering/195.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "reject_or_unclear",
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"variant_key": "normal_fingering_mixed_camera_folder_pool",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review preserved the folder as a mixed source-pool anchor. The images include useful manual-contact examples, but upright, standing, side, and oral-adjacent frames keep the full folder from being one locked prompt-ready route.",
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"index": 10
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},
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{
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"index": 11,
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"reference_image": "fingering/227.jpg",
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"review_decision": "residual_unassigned",
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"review_bucket": "unassigned",
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"variant_key": null,
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"selection_date": null,
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"review_notes": "",
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"exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
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},
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{
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"index": 12,
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"reference_image": "fingering/241.jpg",
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"review_decision": "residual_unassigned",
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"review_bucket": "unassigned",
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"variant_key": null,
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"selection_date": null,
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"review_notes": "",
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"exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
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},
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{
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"reference_image": "fingering/279.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 13
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},
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{
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"index": 14,
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"reference_image": "fingering/352.jpg",
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"review_decision": "residual_unassigned",
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"review_bucket": "unassigned",
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"variant_key": null,
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"selection_date": null,
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"review_notes": "",
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"exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
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},
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{
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"reference_image": "fingering/603.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "front_view",
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"variant_key": "normal_fingering_reclined_front_view",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset.",
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"index": 15
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}
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],
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"contact_sheet_pages": [
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{
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"page": 1,
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"html_anchor": "page-01",
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"start_index": 1,
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"end_index": 15,
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"image_count": 15,
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"images": [
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{
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"index": 1,
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"reference_image": "fingering/0001.jpg",
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"review_bucket": "reject_or_unclear",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_mixed_camera_folder_pool",
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"notes": "Contact-sheet review preserved the folder as a mixed source-pool anchor. The images include useful manual-contact examples, but upright, standing, side, and oral-adjacent frames keep the full folder from being one locked prompt-ready route."
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},
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{
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"index": 2,
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"reference_image": "fingering/0004.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 3,
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"reference_image": "fingering/0006.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 4,
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"reference_image": "fingering/0013.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 5,
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"reference_image": "fingering/0015.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 6,
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"reference_image": "fingering/39.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 7,
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"reference_image": "fingering/50.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 8,
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"reference_image": "fingering/132.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 9,
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"reference_image": "fingering/133.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 10,
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"reference_image": "fingering/195.jpg",
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"review_bucket": "reject_or_unclear",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_mixed_camera_folder_pool",
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"notes": "Contact-sheet review preserved the folder as a mixed source-pool anchor. The images include useful manual-contact examples, but upright, standing, side, and oral-adjacent frames keep the full folder from being one locked prompt-ready route."
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},
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{
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"index": 11,
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"reference_image": "fingering/227.jpg",
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"review_bucket": "unassigned",
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"review_decision": "residual_unassigned",
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"variant_key": null,
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"notes": ""
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},
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{
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"index": 12,
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"reference_image": "fingering/241.jpg",
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"review_bucket": "unassigned",
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"review_decision": "residual_unassigned",
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"variant_key": null,
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"notes": ""
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},
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{
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"index": 13,
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"reference_image": "fingering/279.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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},
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{
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"index": 14,
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"reference_image": "fingering/352.jpg",
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"review_bucket": "unassigned",
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"review_decision": "residual_unassigned",
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"variant_key": null,
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"notes": ""
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},
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{
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"index": 15,
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"reference_image": "fingering/603.jpg",
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"review_bucket": "front_view",
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"review_decision": "selected_reference",
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"variant_key": "normal_fingering_reclined_front_view",
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"notes": "Contact-sheet review found a repeated reclined front-view manual-contact family where the camera faces the open-thigh contact plane and face or upper body remains readable. Upright chair, standing, side, and stronger oral-adjacent outliers remain outside this selected subset."
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}
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]
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}
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]
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}
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