{"id":"W4395087340","doi":"10.1017/9781108891349.018","title":"Film","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Theater, Performance, and Music History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Materials science; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004969404,0.0003250361,0.0003049037,0.0002146937,0.0003281341,0.00009547344,0.0003299818,0.000181097,0.0002826699],"category_scores_gemma":[7.468286e-7,0.0003434964,0.0002486785,0.000001408433,0.0005171488,0.00009440467,0.0001826639,0.0004445998,0.0005636393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868178,"about_ca_system_score_gemma":0.00007500298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000198151,"about_ca_topic_score_gemma":0.00003859995,"domain_scores_codex":[0.9990482,0.000007501784,0.0001602957,0.0003754144,0.0001767311,0.000231911],"domain_scores_gemma":[0.999312,0.00001654246,0.0000942573,0.0003863108,0.00008096217,0.0001099171],"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":[0.00002033865,0.000002972536,1.893953e-8,0.000120135,0.00008230256,0.0001583657,0.001647893,2.130018e-7,0.000002276138,0.6725234,0.3249079,0.0005341553],"study_design_scores_gemma":[0.000189732,0.00004078584,1.577724e-7,0.0002300511,0.0002485923,0.000006698434,0.0002155098,0.00001438382,0.00001410086,0.00003934297,0.9986045,0.0003961827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004920988,0.0004930064,0.000003685055,0.00001006289,0.002340346,0.0002202588,0.000624222,0.0003012031,0.995958],"genre_scores_gemma":[0.000911265,0.00009659937,0.000003489963,0.0001087004,0.001182935,0.000001031192,0.00007030384,0.00006519453,0.9975605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6736966,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253784450628898,"score_gpt":0.168344831962464,"score_spread":0.1429663868995742,"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."}}