{"id":"W2900271796","doi":"","title":"Curating the Cinematic Muse: The Role of Programming in the Film Festival Experience - The 40th Toronto International Film Festival","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Film festival; Visual arts; Art; Art history; Media studies; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002530318,0.0006147769,0.0002347259,0.001191214,0.0122159,0.01248401,0.001242393,0.001026419,0.007363044],"category_scores_gemma":[0.005906571,0.0003525732,0.0002880025,0.001466028,0.01843772,0.004151234,0.008071626,0.002455863,0.0004043637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01197818,"about_ca_system_score_gemma":0.007343751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1461682,"about_ca_topic_score_gemma":0.3093235,"domain_scores_codex":[0.9982639,0.001039586,0.00003713039,0.0001251229,0.0002492628,0.0002849653],"domain_scores_gemma":[0.996321,0.001310675,0.000296537,0.0002963374,0.0003327889,0.001442619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005013202,0.00003645453,0.004505638,0.0002171062,0.00001151266,0.0006617805,0.8874626,0.0002323854,0.001130122,0.06199963,0.02238123,0.02131142],"study_design_scores_gemma":[0.00001020382,0.00005659425,0.009269104,0.0002886789,0.00001851404,0.0002522174,0.5840496,0.0003167916,0.0008118176,0.003470303,0.4014227,0.00003347932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4799485,0.005132338,0.009472938,0.02694269,0.001329003,0.0001813718,0.0004177893,0.0004566407,0.4761187],"genre_scores_gemma":[0.9585143,0.00206206,0.002162563,0.0005606993,0.0002650109,0.00009404679,0.0001335251,0.000203962,0.03600377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8538318,"threshold_uncertainty_score":0.2906348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186640951238808,"score_gpt":0.2605777918776663,"score_spread":0.2419136967537855,"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."}}