{"id":"W3043067441","doi":"10.1522/rhe.v4i1.975","title":"Recherche collaborative","year":2020,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Cégep de Chicoutimi","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"],"consensus_categories":[],"category_scores_codex":[0.004179716,0.0001565408,0.0002096892,0.00004097867,0.0003979147,0.0000738099,0.0002524521,0.0002911135,0.000529914],"category_scores_gemma":[0.00937079,0.0002074531,0.00008533458,0.001130766,0.0005954219,0.0003595141,0.00001806694,0.0004728359,0.0006096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023259,"about_ca_system_score_gemma":0.002495375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003787809,"about_ca_topic_score_gemma":0.00009529213,"domain_scores_codex":[0.9955733,0.003189847,0.000327787,0.0003733189,0.0001596598,0.0003760716],"domain_scores_gemma":[0.9962938,0.002551031,0.0002444966,0.000154253,0.0004703766,0.0002859728],"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":[0.000005515509,0.0001183976,0.001518356,0.0001416689,0.0000514944,0.000001475208,0.6527326,0.00006242001,0.0001714655,0.2579835,0.06781574,0.01939739],"study_design_scores_gemma":[0.0001436939,0.00006078643,0.002215989,0.0001068549,0.00006952242,0.000006207883,0.3633466,0.0003906431,0.0001525258,0.0125934,0.6206726,0.0002412383],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1533218,0.009111827,0.00299505,0.7342641,0.008739555,0.0005451128,0.00005547165,0.0001296313,0.09083747],"genre_scores_gemma":[0.8810724,0.01080606,0.03867836,0.01105883,0.02652377,0.0001574459,0.0002124847,0.00005625881,0.03143439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7277506,"threshold_uncertainty_score":0.9989737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7488850347003023,"score_gpt":0.5508788858847233,"score_spread":0.198006148815579,"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."}}