{"id":"W2110810304","doi":"10.7202/000305ar","title":"L'approche collaborative de recherche en éducation: un rapport nouveau à établir entre recherche et formation","year":2002,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal; Université Laval","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","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04609405,0.000320087,0.0003079143,0.0002648056,0.002058038,0.0003515375,0.0007682833,0.001070917,0.001164898],"category_scores_gemma":[0.01717669,0.0003641448,0.0001343531,0.004072235,0.003385712,0.00226994,0.00004331723,0.001048513,0.0002821072],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008447552,"about_ca_system_score_gemma":0.007254252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005245777,"about_ca_topic_score_gemma":0.0005452896,"domain_scores_codex":[0.9797069,0.01760473,0.0006709325,0.0006676055,0.0004646597,0.0008852094],"domain_scores_gemma":[0.9895331,0.008306528,0.0006153099,0.0003209703,0.0009092901,0.0003148249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002637206,0.0003760385,0.001041043,0.0001388857,0.00002933873,5.607599e-7,0.8137532,0.0001720369,0.0001947932,0.1412395,0.01430562,0.02874636],"study_design_scores_gemma":[0.0002406766,0.0001698073,0.001730762,0.0002903585,0.0001014402,0.00007636842,0.7815192,0.005765431,0.0003821471,0.1220623,0.08716399,0.0004975655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2464183,0.01170921,0.03640924,0.254009,0.008081716,0.001524369,0.00004767994,0.0002695968,0.4415309],"genre_scores_gemma":[0.6171324,0.02303572,0.3101355,0.002748362,0.004054721,0.0004055673,0.0001375305,0.00004447644,0.04230573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3992252,"threshold_uncertainty_score":0.999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8935433681300244,"score_gpt":0.5884121843902539,"score_spread":0.3051311837397706,"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."}}