{"id":"W2925949489","doi":"","title":"Teachers in Film: Always in Process.","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hollywood; Narrative; Reflexivity; Affect (linguistics); Sociology; Mathematics education; Visual arts; Pedagogy; Art; Media studies; Psychology; Literature; Art history; Social science; Communication","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":[0.003270535,0.0003316636,0.0003440724,0.001335707,0.006632433,0.01195509,0.0006506903,0.001942346,0.007245158],"category_scores_gemma":[0.01432227,0.0003862099,0.0001973934,0.001539879,0.006591839,0.009647251,0.004223245,0.004304028,0.001626859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351307,"about_ca_system_score_gemma":0.001996355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004696887,"about_ca_topic_score_gemma":0.01567102,"domain_scores_codex":[0.9956181,0.002813987,0.0001748054,0.0002847436,0.0008551703,0.0002531703],"domain_scores_gemma":[0.9940224,0.003345702,0.0005859205,0.0004655884,0.0008051996,0.000775181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005306502,0.00004533177,0.003090257,0.001242334,0.00002752013,0.001589648,0.7060862,0.00003514428,0.001593901,0.07187178,0.08487102,0.1294938],"study_design_scores_gemma":[0.000004152064,0.0000182105,0.002158749,0.001356257,0.00001618713,0.001161775,0.2186354,0.0000204058,0.0003999454,0.00368484,0.7725338,0.00001029582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1018723,0.1512804,0.01147147,0.09939537,0.00923117,0.0002922004,0.0005545845,0.0002520405,0.6256505],"genre_scores_gemma":[0.7627841,0.09167082,0.006066221,0.01007635,0.002153163,0.0001962104,0.0002987054,0.0004225691,0.1263318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01195509,"threshold_uncertainty_score":0.02423745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06059931320359059,"score_gpt":0.3821081885249664,"score_spread":0.3215088753213758,"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."}}