{"id":"W3029940484","doi":"10.18162/fp.2020.522","title":"Profil professionnel d’enseignants qui utilisent des pratiques de différenciation","year":2020,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007805774,0.0003643053,0.0002467428,0.001625835,0.005199816,0.006626806,0.0009499165,0.001369652,0.01479791],"category_scores_gemma":[0.01861107,0.0003180948,0.000301651,0.000977471,0.004611231,0.004186643,0.005829398,0.001959445,0.002514498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453456,"about_ca_system_score_gemma":0.008091086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007364599,"about_ca_topic_score_gemma":0.01480289,"domain_scores_codex":[0.9942589,0.002811317,0.0002052742,0.0007158011,0.001183445,0.0008252369],"domain_scores_gemma":[0.9873906,0.004421269,0.001694277,0.0009892316,0.002560667,0.002943959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001449757,0.0004189589,0.06706389,0.0002432306,0.00002102508,0.0005990087,0.6011193,0.0003891358,0.005971203,0.06757507,0.005799124,0.250655],"study_design_scores_gemma":[0.00004137401,0.0004818192,0.1121223,0.0005786806,0.00003336867,0.0009517384,0.5073091,0.001516222,0.002906371,0.02353635,0.3504161,0.0001066959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174514,0.001336014,0.02807688,0.01099481,0.000282056,0.0002479112,0.00006631271,0.0002352882,0.1413093],"genre_scores_gemma":[0.9310526,0.0005447052,0.01028095,0.0006566581,0.00004788554,0.0001386055,0.00006315028,0.00004251455,0.05717299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479791,"threshold_uncertainty_score":0.04950398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3075420727079028,"score_gpt":0.4627270440140414,"score_spread":0.1551849713061386,"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."}}