{"id":"W4413267454","doi":"10.32920/29660867","title":"B-Film Keeper","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Art; Cinematography; Film director; Visual arts; Studio; Movie theater","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007154901,0.0008597575,0.0004190391,0.001192459,0.004616695,0.004492091,0.001274249,0.001975029,0.5237501],"category_scores_gemma":[0.002848291,0.0004816727,0.0004669709,0.0008042039,0.0005185577,0.003784675,0.003197008,0.002984113,0.2813927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210674,"about_ca_system_score_gemma":0.0008522373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004358497,"about_ca_topic_score_gemma":0.006910183,"domain_scores_codex":[0.9992654,0.0000933648,0.00002764943,0.0001477523,0.0003334282,0.0001324832],"domain_scores_gemma":[0.9985863,0.0001486733,0.00005719013,0.0001955323,0.0005950909,0.0004172609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000795374,0.00004800575,0.0001563828,0.0001545714,0.000004049931,0.0002542929,0.001218875,0.000023688,0.003572053,0.008244846,0.9120063,0.07423759],"study_design_scores_gemma":[0.000006149221,0.00001695278,0.0004034121,0.00003268773,0.000002186596,0.0001965285,0.0005352072,0.00003998935,0.000715269,0.0002659092,0.997779,0.00000666099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002762524,0.001110768,0.003201369,0.004939194,0.005063915,0.0003446652,0.001844611,0.003232799,0.9775001],"genre_scores_gemma":[0.01235509,0.0006029076,0.002684489,0.002038209,0.0006908515,0.0001101514,0.0009170363,0.0009933953,0.9796079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5237501,"threshold_uncertainty_score":0.6793127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747114946413063,"score_gpt":0.2187542937229887,"score_spread":0.181283144258858,"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."}}