{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414848,0.0005546794,0.0003012803,0.002569306,0.001727201,0.006480586,0.0007035365,0.002200544,0.0722215],"category_scores_gemma":[0.003792088,0.0004824497,0.0003066264,0.003761606,0.002879533,0.006152887,0.001933592,0.002098595,0.02639325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203997,"about_ca_system_score_gemma":0.001998752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004686504,"about_ca_topic_score_gemma":0.004792956,"domain_scores_codex":[0.9977976,0.0002960445,0.0001228014,0.0004412145,0.001168203,0.0001742759],"domain_scores_gemma":[0.9986396,0.0002560277,0.0001844881,0.0002334609,0.0005321378,0.0001541469],"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":[0.0001166775,0.00003494738,0.0009187624,0.0005118235,0.000007026675,0.0004165554,0.001603244,0.0001040034,0.004092183,0.525133,0.1810797,0.2859822],"study_design_scores_gemma":[0.000005455594,0.00001802159,0.0008996085,0.0001105986,0.000003355889,0.0005910685,0.0005061181,0.00008787661,0.001667188,0.009459162,0.9866403,0.00001124724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005341924,0.0220858,0.01516443,0.0075506,0.002610074,0.000108602,0.0006623814,0.0006772156,0.945799],"genre_scores_gemma":[0.08584841,0.03525164,0.03128297,0.002814528,0.002081342,0.0001738204,0.001219373,0.000514444,0.8408135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0722215,"threshold_uncertainty_score":0.2416049,"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."}}