{"id":"W4309672492","doi":"10.3138/cjfs-2022-0034","title":"Introduction: 100 Years of 16mm in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Film Studies","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Alberta","funders":"","keywords":"History; Aesthetics; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002139956,0.00006468385,0.0002352554,0.0002369269,0.0002187348,0.00001685563,0.0001371954,0.00000637118,0.004020597],"category_scores_gemma":[0.00008605191,0.00006577637,0.00004791918,0.00007148068,0.0001237916,0.00007083797,0.00001522887,0.0001795782,0.000002063635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377403,"about_ca_system_score_gemma":0.002693161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9133036,"about_ca_topic_score_gemma":0.9989077,"domain_scores_codex":[0.9992276,0.00004608668,0.0003116326,0.00006862623,0.0001724663,0.0001735406],"domain_scores_gemma":[0.9994531,0.00005716234,0.0001508872,0.00008148409,0.0001504062,0.0001069746],"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":[0.00001873501,0.00001101189,0.002735905,0.00002083964,0.0001365465,0.0003947817,0.04579302,0.000886806,0.000004527284,0.007247538,0.9385616,0.004188727],"study_design_scores_gemma":[0.0001964024,0.0001017711,0.003881102,0.0000133342,0.00001618536,0.00003517687,0.08875291,0.000004702427,0.000007349982,0.0003669398,0.9065468,0.00007733191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577627,0.01874362,8.026332e-7,0.007470607,0.006803107,0.0001159704,0.0001877785,0.000003655331,0.008911761],"genre_scores_gemma":[0.9961141,0.00007942665,0.000009449358,0.0002432464,0.0007453575,0.000002855934,0.000001227994,0.000007145985,0.00279719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08560412,"threshold_uncertainty_score":0.9968899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886638468936555,"score_gpt":0.2123736112990735,"score_spread":0.173507226609708,"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."}}