{"id":"W4400433169","doi":"","title":"Rupture épistémologique et recherche appliquée","year":2006,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0331572,0.002313385,0.003322849,0.007180597,0.008249394,0.0258847,0.003677058,0.0119352,0.02771669],"category_scores_gemma":[0.1039541,0.0009273412,0.003463238,0.006680534,0.02688233,0.02993144,0.01047608,0.01527175,0.006383253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571563,"about_ca_system_score_gemma":0.007904636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031573,"about_ca_topic_score_gemma":0.003188681,"domain_scores_codex":[0.9631147,0.02811007,0.001224523,0.002925918,0.003451542,0.001173317],"domain_scores_gemma":[0.9163215,0.05944756,0.003087794,0.007598709,0.01231652,0.001227887],"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":[0.0000267518,0.0000179663,0.000135302,0.0001026297,0.00002397332,0.00009127209,0.001605194,0.0004426801,0.00007868852,0.9889539,0.003835298,0.004686373],"study_design_scores_gemma":[0.0000229702,0.00001170941,0.0001553817,0.000261956,0.00001816989,0.0002234272,0.002314672,0.00277399,0.0001936711,0.9671039,0.02689627,0.0000237494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02443476,0.03584701,0.257899,0.2509169,0.008848312,0.0002491166,0.0006954571,0.0004697809,0.4206398],"genre_scores_gemma":[0.7673581,0.02981207,0.07636034,0.009082413,0.01369115,0.001100498,0.001289941,0.0006064494,0.1006989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9917506,"threshold_uncertainty_score":0.1753541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452128251180293,"score_gpt":0.3899558292602933,"score_spread":0.2447430041422639,"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."}}