{"id":"W1871204928","doi":"10.3917/cdle.039.0137","title":"Les recherches collaboratives : enjeux et perspectives","year":2015,"lang":"fr","type":"article","venue":"Carrefours de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06466335,0.001274181,0.001497755,0.00704771,0.01935444,0.04024949,0.004194611,0.01002797,0.009522832],"category_scores_gemma":[0.06330994,0.0007605898,0.001238134,0.01162459,0.05303434,0.03881544,0.01794856,0.01271386,0.002249319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02588449,"about_ca_system_score_gemma":0.03674205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02527982,"about_ca_topic_score_gemma":0.02724895,"domain_scores_codex":[0.8746178,0.09504555,0.003130391,0.008805204,0.0136361,0.004765029],"domain_scores_gemma":[0.8552698,0.1101255,0.005114769,0.009316411,0.0141991,0.005974388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004156106,0.00003845485,0.0006705945,0.0009182494,0.00002282089,0.0004127423,0.1874426,0.0002182477,0.0001719133,0.7621713,0.01763339,0.03025819],"study_design_scores_gemma":[0.00001672946,0.00004431131,0.0007736987,0.002609699,0.00002370959,0.0006407523,0.2425264,0.0002728864,0.0004020458,0.1018963,0.6507456,0.00004777074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04068357,0.2296941,0.03109489,0.3864584,0.007698416,0.0002266371,0.0003224415,0.0001953613,0.3036262],"genre_scores_gemma":[0.6922376,0.1624737,0.02414219,0.04727195,0.006092587,0.0008305483,0.0003354573,0.0004729714,0.06614297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06466335,"threshold_uncertainty_score":0.3419766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.82095294063903,"score_gpt":0.6124359477049239,"score_spread":0.2085169929341061,"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."}}