{"id":"W2625492042","doi":"10.7202/1040218ar","title":"Accompagner les groupes de recherche collaborative : en quoi consiste ce « faire avec » ?","year":2017,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; 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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006109003,0.0002105753,0.0003002241,0.0000443244,0.002780806,0.0002273478,0.0006299816,0.0005761986,0.0007935123],"category_scores_gemma":[0.006673016,0.0002276415,0.0001103945,0.0002178933,0.003397044,0.0005391701,0.00006959023,0.0004202812,0.0001565125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055817,"about_ca_system_score_gemma":0.001455099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005229487,"about_ca_topic_score_gemma":0.003605715,"domain_scores_codex":[0.9945815,0.004061682,0.0002674806,0.0003735637,0.0002295559,0.0004862185],"domain_scores_gemma":[0.9933683,0.005367739,0.0003322694,0.0003705226,0.0003893346,0.0001718887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001270887,0.0002547616,0.06223933,0.00008984478,0.0002206931,0.00000367956,0.4394608,0.000007496903,0.0001690809,0.3853341,0.01258845,0.09961898],"study_design_scores_gemma":[0.0004155192,0.00005761744,0.3001035,0.0001691648,0.0001917555,0.000004580539,0.4346116,0.00007144191,0.0001638081,0.04572965,0.2179807,0.0005006828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5189175,0.009445207,0.0006256062,0.285049,0.004936243,0.0004565382,0.00009314734,0.000111505,0.1803653],"genre_scores_gemma":[0.9452264,0.004337186,0.01354057,0.0004850354,0.004060318,0.00008193331,0.0000140725,0.00002534604,0.03222919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4263088,"threshold_uncertainty_score":0.9993151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5420318958340548,"score_gpt":0.5403521325916044,"score_spread":0.001679763242450338,"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."}}