{"id":"W2020321939","doi":"10.1080/15505170.2014.966930","title":"Cinema and Pedagogy: An Urban Education Seminar","year":2014,"lang":"en","type":"article","venue":"Journal of Curriculum and Pedagogy","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Movie theater; Nothing; nobody; Sociology; Spell; Art history; Media studies; Art; Aesthetics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066152,0.0001330523,0.0002230683,0.00009078231,0.000189188,0.0002478331,0.00008329047,0.00006578161,0.000339394],"category_scores_gemma":[0.00002385652,0.00009004004,0.00005500897,0.00002173093,0.00009296388,0.0005054827,0.00001229226,0.0001955115,0.000005027826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006446153,"about_ca_system_score_gemma":0.00006962997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003330141,"about_ca_topic_score_gemma":0.0001210691,"domain_scores_codex":[0.9992858,0.00006821979,0.000260171,0.0001164386,0.0001314672,0.0001379285],"domain_scores_gemma":[0.9992699,0.00001899734,0.0002100039,0.0000920285,0.0002569368,0.0001521253],"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":[0.00005310855,0.0004826295,0.01314219,0.0001879895,0.00007004672,0.00001569191,0.1378008,6.81311e-7,0.0004012997,0.4748632,0.3106103,0.0623721],"study_design_scores_gemma":[0.0002977663,0.0005908671,0.001891579,0.00008904345,0.00007463482,0.0003266097,0.0190582,0.00001988848,0.00001852445,0.002097009,0.975386,0.0001499112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541791,0.01018858,0.00001499963,0.001415877,0.001127509,0.00006470832,0.000006660472,0.00001245187,0.03299008],"genre_scores_gemma":[0.9808075,0.00009552899,0.00009789837,0.0007596633,0.005229462,0.000001479563,0.00001023592,0.00001186002,0.01298633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6647757,"threshold_uncertainty_score":0.3716126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00874781091980674,"score_gpt":0.2780828625826719,"score_spread":0.2693350516628651,"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."}}