{"id":"W4411566467","doi":"10.1007/978-3-031-88590-7_7","title":"African Film Festivals: A Transnational Programming Intervention and Tales of the Accidental City as a Case Study","year":2025,"lang":"en","type":"book-chapter","venue":"Framing film festivals.","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Accidental; Intervention (counseling); Visual arts; Psychology; Advertising; Art; Business; Psychiatry; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003680864,0.0007537808,0.0003436966,0.0009629921,0.02018235,0.00421154,0.001824687,0.001432444,0.006707983],"category_scores_gemma":[0.003899843,0.0003542458,0.0002949951,0.00132485,0.006450299,0.002408828,0.005771961,0.00400161,0.0004146257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005194604,"about_ca_system_score_gemma":0.004571075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900084,"about_ca_topic_score_gemma":0.06695821,"domain_scores_codex":[0.9975407,0.001705419,0.00003272224,0.0001237152,0.0001467881,0.0004507808],"domain_scores_gemma":[0.9977743,0.001143443,0.0001057332,0.0001465966,0.0001814734,0.000648403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008086694,0.0003890163,0.001644918,0.0003547821,0.000008859986,0.003068807,0.9381196,0.000144092,0.00154462,0.02131192,0.009551964,0.02378064],"study_design_scores_gemma":[0.00001660426,0.0001333202,0.002507211,0.0002651768,0.00001019991,0.0003473138,0.8752198,0.00009184749,0.0008118807,0.0009798725,0.1196051,0.00001172916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.874081,0.001374927,0.002288832,0.008641237,0.0004691317,0.0009317778,0.0001333363,0.00004789065,0.1120318],"genre_scores_gemma":[0.9615391,0.001878051,0.002938881,0.0009150414,0.00009020951,0.0007969906,0.00007476756,0.00006454765,0.0317023],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02018235,"threshold_uncertainty_score":0.03778046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569103814936117,"score_gpt":0.3061955026891929,"score_spread":0.2805044645398317,"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."}}