{"id":"W3111546984","doi":"10.3138/cjfs-2020-0008","title":"World Cinema as Method","year":2020,"lang":"fr","type":"article","venue":"Canadian Journal of Film Studies","topic":"African history and culture studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Art; Ethnology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006330541,0.0006843761,0.0004634654,0.003681005,0.002899901,0.01341726,0.001570079,0.001555065,0.06625533],"category_scores_gemma":[0.01076105,0.0004010144,0.0004984789,0.003602898,0.006943684,0.00744053,0.003756124,0.002545015,0.0057237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004448912,"about_ca_system_score_gemma":0.002792718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346582,"about_ca_topic_score_gemma":0.004025806,"domain_scores_codex":[0.9943557,0.00403418,0.0002021415,0.0006253389,0.0005391484,0.0002436066],"domain_scores_gemma":[0.9928932,0.004741343,0.0002610656,0.001165402,0.0006396343,0.0002992903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002203135,0.00002903843,0.0003357371,0.0003101204,0.000008042623,0.00006724482,0.01099683,0.0001444321,0.0001966135,0.9074379,0.02605822,0.05439391],"study_design_scores_gemma":[0.0000130748,0.00002096155,0.0005365252,0.0005680444,0.00001096461,0.000115142,0.00626514,0.0003739172,0.0002907155,0.09537335,0.8964208,0.00001143501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005836326,0.008600704,0.04916942,0.007963033,0.00265662,0.0005661138,0.0009502011,0.0002624151,0.9239952],"genre_scores_gemma":[0.4389952,0.01665715,0.1056628,0.004293994,0.002423865,0.00322981,0.001648136,0.0008883295,0.4262008],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06625533,"threshold_uncertainty_score":0.2216462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08968981392375264,"score_gpt":0.3491130433205805,"score_spread":0.2594232293968278,"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."}}