{"id":"W3035459425","doi":"10.1522/rhe.v4i3.1141","title":"Innover autour de la fonction d'enseignant-ressource: entre recherche, théorie et pratique","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":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008171798,0.0002286282,0.000252412,0.00007384439,0.0004356395,0.0001544226,0.0002652479,0.0005858213,0.0004049457],"category_scores_gemma":[0.01025275,0.0002908079,0.0001281359,0.0007861692,0.0005162136,0.0004946219,0.00002953314,0.0009648691,0.0001508372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673346,"about_ca_system_score_gemma":0.004739764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008487673,"about_ca_topic_score_gemma":0.0001033628,"domain_scores_codex":[0.9914562,0.006912118,0.0004480681,0.0004671782,0.000224377,0.0004920586],"domain_scores_gemma":[0.9949145,0.00387657,0.0003936326,0.0002023484,0.0003344885,0.0002784495],"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":[0.00001167861,0.0002276248,0.005389051,0.0002138948,0.00006527718,0.000004168379,0.4574045,0.0003126528,0.0007165116,0.4922372,0.03336374,0.0100537],"study_design_scores_gemma":[0.000544598,0.0001290506,0.0264866,0.0004528195,0.0001969378,0.00008307819,0.2509631,0.002474645,0.0005535021,0.09774788,0.619728,0.0006397902],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3651857,0.002016578,0.01864364,0.5073756,0.004986453,0.0006507336,0.00004512562,0.0002627832,0.1008334],"genre_scores_gemma":[0.9579163,0.003486873,0.01159498,0.007566856,0.008441763,0.0001121181,0.0001706845,0.00005330342,0.01065719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5927305,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.383309363444776,"score_gpt":0.4848331556702134,"score_spread":0.1015237922254374,"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."}}