{"id":"W4392862195","doi":"10.32920/25417456","title":"The Kodak Disc Camera and Disc Film","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Amateur; Photography; Art; Visual arts; Documentation; Computer graphics (images); History; Computer science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001973373,0.0001938021,0.0002087302,0.00005540916,0.0008021627,0.0006251601,0.0001890607,0.00005832915,0.005379927],"category_scores_gemma":[0.00001445032,0.0001029375,0.0001922918,0.00001119592,0.0004645761,0.00004269956,0.0008944671,0.0004261947,0.0002537898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002759241,"about_ca_system_score_gemma":0.0000480593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006848344,"about_ca_topic_score_gemma":0.01940933,"domain_scores_codex":[0.9991624,0.00004684428,0.0001977843,0.0003063263,0.0001273987,0.000159209],"domain_scores_gemma":[0.9994144,0.0001011182,0.00005622952,0.0003434975,0.00003311464,0.00005160145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001041202,0.00001363561,0.00001494151,0.0001653615,0.0003226981,0.000008304618,0.02559215,0.000003194226,8.010821e-7,0.5986067,0.3653803,0.009881473],"study_design_scores_gemma":[0.00002342385,0.00001013127,0.00001198728,0.00003995776,0.0002289115,6.14288e-7,0.004158152,0.0005635803,0.000001103765,0.04632768,0.9484588,0.0001756698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006363337,0.005683328,0.00001930845,0.004880296,0.001925847,0.0001489682,0.00007654691,0.0001339633,0.9807684],"genre_scores_gemma":[0.3329581,0.0005314473,0.0000131178,0.0001799727,0.0007559587,0.00003878924,0.00003149085,0.00001886887,0.6654722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5830784,"threshold_uncertainty_score":0.9984839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655900695079726,"score_gpt":0.214200133235619,"score_spread":0.1976411262848217,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}