{"id":"W2911359644","doi":"10.3138/cjfs.15.1.104","title":"Cinema’s Conversion to Sound Technology and Film Style in France and the U.S. Charles O’Brien","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Film Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Movie theater; Sound (geography); Style (visual arts); Art history; Art; Visual arts; Acoustics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003416984,0.00009981794,0.0004504732,0.0005821371,0.000171975,0.00002492703,0.00009680542,0.0000438428,0.00001677984],"category_scores_gemma":[0.0003729859,0.00007870339,0.00003254394,0.0002639121,0.0003882611,0.00007034287,0.00003673603,0.0001327744,0.000007582922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005155601,"about_ca_system_score_gemma":0.00003294522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285329,"about_ca_topic_score_gemma":0.04005791,"domain_scores_codex":[0.9992511,0.000008067977,0.0003654503,0.0001341802,0.00002251967,0.0002186455],"domain_scores_gemma":[0.9994863,0.00009620372,0.0001741604,0.00008308844,0.00006625531,0.0000940285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001771386,0.000007135893,0.9405273,0.00004042574,0.00009185013,0.00005478682,0.004851903,0.00002453875,0.000003792248,0.03087251,0.0228625,0.0006455965],"study_design_scores_gemma":[0.004045365,0.0002155609,0.6662009,0.0001772764,0.00003100431,0.0000992882,0.01490103,0.00007115003,0.0000433428,0.04477843,0.2691008,0.0003358391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8442768,0.1368737,0.00001547047,0.01729109,0.0002719951,0.0001189654,0.00003173433,0.000002410223,0.001117834],"genre_scores_gemma":[0.9950213,0.003709952,0.0000869205,0.0003635227,0.0000881229,0.000007549038,3.481018e-7,0.000006385263,0.0007159348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743263,"threshold_uncertainty_score":0.9774585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476271411537381,"score_gpt":0.2045621279220365,"score_spread":0.1897994138066627,"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."}}