{"id":"W289242861","doi":"","title":"The Toronto Film Festival: Random Thoughts","year":2005,"lang":"en","type":"article","venue":"Cineaction!","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distrust; Statement (logic); Media studies; History; Sociology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002268969,0.00008835232,0.0001784518,0.0000203838,0.0003008287,0.00003709597,0.00009929916,0.00003548499,0.0003210502],"category_scores_gemma":[0.0001740138,0.00006820268,0.00007853658,0.00005913812,0.00003659032,0.0001993376,0.00002366593,0.00007424413,0.000800222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188639,"about_ca_system_score_gemma":0.000007514285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777647,"about_ca_topic_score_gemma":0.001602725,"domain_scores_codex":[0.9993536,0.000006459224,0.0002604779,0.0001706039,0.0000249003,0.0001839946],"domain_scores_gemma":[0.9994588,0.0001457454,0.0001117189,0.0002141608,0.00002190639,0.00004769072],"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":[0.0002131345,0.0001964113,0.01251276,0.00002236563,0.000255794,0.000004308331,0.002870545,0.000142653,0.0001147085,0.1470993,0.7644206,0.0721475],"study_design_scores_gemma":[0.0008135767,0.00001552707,0.01059676,0.000003381038,0.000004728016,0.000004179226,0.0002798772,0.0003773661,0.0001008214,0.001426898,0.9862827,0.00009420174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06901116,0.06451773,0.00398592,0.0321959,0.007252836,0.0006378046,0.00004686056,0.0002595728,0.8220922],"genre_scores_gemma":[0.9216823,0.003436699,0.0002563254,0.0004212496,0.002722486,0.00005825893,0.000005713158,0.00001969651,0.0713973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8526711,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294365637537588,"score_gpt":0.233290169961152,"score_spread":0.2103465135857761,"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."}}