{"id":"W4292787331","doi":"10.18162/fp.2022.a259","title":"La rédaction scientifique à plusieurs mains : retombées sur les plans affectif et cognitif d’une démarche d’encadrement de futures chercheuses","year":2022,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01649539,0.000216736,0.000200927,0.0002186924,0.003310388,0.0001249607,0.0003021816,0.0003265699,0.0006589428],"category_scores_gemma":[0.001446921,0.0002285111,0.0001147086,0.0007726394,0.0006397076,0.0012614,0.0001441895,0.001140071,0.00002177009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139725,"about_ca_system_score_gemma":0.001376249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558798,"about_ca_topic_score_gemma":0.002667061,"domain_scores_codex":[0.9873675,0.01060572,0.0004559557,0.0003412738,0.0007320926,0.0004975336],"domain_scores_gemma":[0.9966527,0.002215282,0.0004562358,0.000171976,0.0003706733,0.0001331501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003888199,0.0005338741,0.003861957,0.0003571358,0.00004325643,0.000001947464,0.8433062,0.0004158456,0.0009713613,0.1042044,0.01608775,0.03017743],"study_design_scores_gemma":[0.0004573469,0.0001008415,0.03830895,0.0004282983,0.00005283785,0.00002302965,0.8218332,0.0007138255,0.0004292011,0.00703624,0.1303015,0.0003147135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948702,0.0005555091,0.002883605,0.08684279,0.005242806,0.0007439217,0.0001864246,0.0001484584,0.008526301],"genre_scores_gemma":[0.9887576,0.001388278,0.0007264212,0.001219495,0.0006834408,0.000405026,0.0007829901,0.00002691443,0.006009809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142138,"threshold_uncertainty_score":0.9979872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2645339084380227,"score_gpt":0.4674176091285251,"score_spread":0.2028837006905024,"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."}}