{"id":"W2895450841","doi":"10.22215/etd/2015-10942","title":"Film Classification in Canada and the United States: The Freedom of Government Control?","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadiana.org","funders":"","keywords":"Mainstream; Government (linguistics); Subject (documents); Control (management); Public administration; Political science; Business; Law; Economics; Management; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115964,0.00009918089,0.0002097644,0.00003230677,0.000136313,0.00002573184,0.0001232328,0.00002151973,0.0006476498],"category_scores_gemma":[0.00004145439,0.00004798099,0.00003287479,0.00003266838,0.0001204953,0.00003256079,0.000006754035,0.0001100956,0.00000102713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123302,"about_ca_system_score_gemma":0.0002258259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774631,"about_ca_topic_score_gemma":0.9997626,"domain_scores_codex":[0.9991248,0.0001363346,0.0002642076,0.00009765227,0.000308115,0.00006884562],"domain_scores_gemma":[0.9992654,0.0002270828,0.0002162017,0.0001699196,0.0001028101,0.00001859031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002955182,0.0001979403,0.003327417,0.0001583931,0.001003871,0.00000530787,0.4830389,0.000807934,0.000004838933,0.1845344,0.3205545,0.003411333],"study_design_scores_gemma":[0.001396538,0.0000368512,0.002806702,0.00002061215,0.000326441,7.201017e-8,0.668199,0.01340442,7.721393e-7,0.0006768014,0.3130049,0.000126897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383485,0.0004240285,0.00000654177,0.0006652744,0.000583516,0.0007763511,0.0002477115,0.000008856584,0.2589392],"genre_scores_gemma":[0.9415826,0.00005227641,4.679158e-7,0.0001538168,0.00003958415,0.0000388723,0.0003273148,0.000006474899,0.05779861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2032341,"threshold_uncertainty_score":0.7091311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518532482643604,"score_gpt":0.1948135643911613,"score_spread":0.1796282395647253,"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."}}