{"id":"W2304392733","doi":"","title":"Hot Docs: The Toronto Documentary Forum - Two Perspectives","year":2000,"lang":"en","type":"article","venue":"Metro Magazine: Media & Education Magazine","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Media studies; Documentary evidence; Documentary film; History; Visual arts; Political science; Sociology; Art; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005799773,0.0003853024,0.0005923017,0.000204585,0.0002952209,0.0001297134,0.0004996307,0.00007959819,0.03229908],"category_scores_gemma":[0.0003822203,0.0003306283,0.0002281585,0.0005089934,0.0002177974,0.0006542479,0.00008337013,0.0002573963,0.007954153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080853,"about_ca_system_score_gemma":0.0001220376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009430653,"about_ca_topic_score_gemma":0.004559678,"domain_scores_codex":[0.9976446,0.00005060899,0.0007901293,0.0007185972,0.0001581491,0.0006378928],"domain_scores_gemma":[0.9983252,0.0002543706,0.0002755396,0.0007989684,0.0001226212,0.0002233395],"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":[0.0001513035,0.0010391,0.05406751,0.00005610559,0.0003068647,0.00000516801,0.01617073,0.00001463297,0.0001464705,0.07352506,0.7650563,0.08946072],"study_design_scores_gemma":[0.001042643,0.00009666634,0.1201384,0.00002057342,0.00004874409,0.00001083752,0.0098703,0.00004472048,0.00003340691,0.00945932,0.8588028,0.0004316294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3417037,0.1272705,0.0001879506,0.06064818,0.006933506,0.001397709,0.0002513784,0.0002555545,0.4613515],"genre_scores_gemma":[0.9155405,0.01193241,0.002271768,0.003258502,0.003188276,0.0005358947,0.0002215969,0.00009501712,0.06295605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5738368,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445223912360955,"score_gpt":0.2574837013807151,"score_spread":0.2430314622571056,"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."}}