{"id":"W2791820464","doi":"10.7202/1044468ar","title":"L’ANALYSE DES FILMS FREEDOMWRITERS, PRECIOUS ET DETACHMENT À PARTIR DE LA PÉDAGOGIE DE LA LIBÉRATION","year":2018,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.010837,0.0003031442,0.0003678549,0.0004667064,0.003396374,0.0007199175,0.0007674248,0.0003718077,0.001324394],"category_scores_gemma":[0.004486334,0.0003114369,0.0002702505,0.001470347,0.007398164,0.001843663,0.00006548021,0.0005325391,0.00006507434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168789,"about_ca_system_score_gemma":0.004258094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202914,"about_ca_topic_score_gemma":0.001766256,"domain_scores_codex":[0.9928264,0.004206997,0.001029515,0.000439065,0.0006078719,0.0008901614],"domain_scores_gemma":[0.9950566,0.001803572,0.0007846255,0.0002641641,0.001299344,0.0007916522],"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":[0.0001593848,0.004695324,0.01827764,0.0004373474,0.0002186376,0.00003490459,0.2124112,0.00757109,0.009991228,0.5934666,0.03862759,0.1141091],"study_design_scores_gemma":[0.0006229845,0.001100939,0.02449455,0.0008945996,0.0005074806,0.002018106,0.06200889,0.005978147,0.008957236,0.1943843,0.6982779,0.0007548618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711485,0.002579722,0.007369089,0.02855076,0.003885517,0.0003308321,0.0000741593,0.0000566318,0.08600473],"genre_scores_gemma":[0.9211327,0.002042046,0.06242841,0.003305862,0.001469564,0.00003890314,0.000008875537,0.00002940113,0.009544211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6596503,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3289835991283178,"score_gpt":0.4939964934401277,"score_spread":0.16501289431181,"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."}}