{"id":"W3020562813","doi":"10.1522/rhe.v4i2.956","title":"Découvrir sa posture d’auteur pour enseigner autrement, vers plus de créativité.","year":2020,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Commission Scolaire des Hautes Rivières","funders":"","keywords":"Humanities; Auteur theory; Philosophy; Art; Art history","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"],"consensus_categories":[],"category_scores_codex":[0.002116536,0.0002699236,0.0003030433,0.00008009784,0.0006305331,0.0001092014,0.0003744698,0.000272696,0.0006662796],"category_scores_gemma":[0.002602063,0.0003457637,0.0001790226,0.0005795772,0.0004641154,0.000422531,0.00003418512,0.0004622916,0.0004184217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951535,"about_ca_system_score_gemma":0.004024615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324827,"about_ca_topic_score_gemma":0.0002353102,"domain_scores_codex":[0.9967661,0.001296056,0.0004335544,0.0005419544,0.0002794708,0.0006828766],"domain_scores_gemma":[0.9978012,0.0008976866,0.0003489642,0.0002395081,0.0002990997,0.0004135497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002188222,0.0002871585,0.01180313,0.000367912,0.0001580084,0.00001035664,0.6722828,0.0007405709,0.001109718,0.1535845,0.1501483,0.009485644],"study_design_scores_gemma":[0.0006075451,0.0001043733,0.03156283,0.0002507619,0.0002347135,0.00003882361,0.2910804,0.003566224,0.0001484073,0.006317921,0.6654933,0.0005947092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5631236,0.003482758,0.004673852,0.4026293,0.006469878,0.0005197437,0.00005885439,0.0001568404,0.01888514],"genre_scores_gemma":[0.9548911,0.001711121,0.005555418,0.007744492,0.01172841,0.00007953302,0.0002097876,0.00005041133,0.01802971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.515345,"threshold_uncertainty_score":0.9998994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3117347504395661,"score_gpt":0.4307432827891926,"score_spread":0.1190085323496266,"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."}}