{"id":"W2021029561","doi":"10.1080/09540250042000252721","title":"Seeing for ourselves: when teachers make documentary films.<i>Rebel Goulash</i>and<i>Over the Rainbow</i>","year":2004,"lang":"en","type":"article","venue":"Changing English","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fantasy; Movie theater; Journalism; Animation; Sociology; Ideal (ethics); Film director; Non-fiction; Documentary film; Art; Media studies; Aesthetics; Literature; Art history; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003989812,0.0004374262,0.0003379712,0.000776734,0.00888697,0.01312129,0.0009618619,0.003765559,0.01284938],"category_scores_gemma":[0.02289086,0.0005828759,0.0002421102,0.0007592461,0.006968077,0.01369703,0.005028672,0.007114796,0.005635425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325624,"about_ca_system_score_gemma":0.002228058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005268669,"about_ca_topic_score_gemma":0.01467923,"domain_scores_codex":[0.9967084,0.001997729,0.0001008953,0.0002411561,0.0005418363,0.0004100287],"domain_scores_gemma":[0.9942257,0.00262821,0.0005904689,0.0003135194,0.0008052554,0.00143696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000469888,0.00009215125,0.002150642,0.000327066,0.00001182346,0.0008820813,0.7190999,0.00002728609,0.001838509,0.01689735,0.1961858,0.06244048],"study_design_scores_gemma":[0.00001267309,0.00004262017,0.00238858,0.0005879303,0.00001426927,0.0003941625,0.546357,0.00002773633,0.0007736442,0.005430826,0.4439445,0.00002602324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1668229,0.02869863,0.01009867,0.3161518,0.01045904,0.0003197236,0.0003078571,0.001027174,0.4661143],"genre_scores_gemma":[0.7745608,0.01690936,0.009696174,0.03229442,0.001719875,0.0003557197,0.0002132891,0.001192619,0.1630577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01312129,"threshold_uncertainty_score":0.0429855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578719391557109,"score_gpt":0.3292571286165673,"score_spread":0.2834699347009962,"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."}}