{"id":"W1562481320","doi":"10.3917/cdle.039.0103","title":"Une analyse interactionniste de la complémentarité des positions de savoir en recherche collaborative","year":2015,"lang":"fr","type":"article","venue":"Carrefours de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008900143,0.0001815628,0.0001949786,0.0001249185,0.0007671546,0.0001616135,0.000248295,0.000459893,0.00009209463],"category_scores_gemma":[0.00501622,0.0002191783,0.00009419177,0.001175838,0.001790222,0.0005072355,0.00001993809,0.0006033257,0.00005744977],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01155559,"about_ca_system_score_gemma":0.006792954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242736,"about_ca_topic_score_gemma":0.004221602,"domain_scores_codex":[0.9896946,0.009076701,0.0002943321,0.0002813015,0.000204185,0.0004489051],"domain_scores_gemma":[0.9940091,0.004390161,0.0002267197,0.000183049,0.0008133086,0.0003776714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001310952,0.0003986518,0.03610423,0.00002979082,0.0001499818,0.000001641367,0.8694565,0.0004190545,0.0004598197,0.07269391,0.01591328,0.004360071],"study_design_scores_gemma":[0.0002980321,0.00007872635,0.04690744,0.0001333855,0.0002176665,0.00003702771,0.8215784,0.0002767303,0.0001909644,0.08633464,0.04370913,0.0002379049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622391,0.002294356,0.005609219,0.07433821,0.003894673,0.0002806279,0.00005544206,0.00007677261,0.05121163],"genre_scores_gemma":[0.9519797,0.0008051986,0.03748412,0.001046589,0.002794671,0.0001231885,0.0002157284,0.00002509201,0.005525741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0897406,"threshold_uncertainty_score":0.9988376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6709643943034718,"score_gpt":0.5882594375110739,"score_spread":0.08270495679239787,"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."}}