{"id":"W1936908112","doi":"10.3917/tt.020.0157","title":"Technicité versus autonomie","year":2012,"lang":"fr","type":"article","venue":"Terrains & travaux","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","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":[],"consensus_categories":[],"category_scores_codex":[0.002647984,0.0002247781,0.0003004837,0.001390875,0.002123128,0.006791524,0.0005970025,0.002042473,0.009749326],"category_scores_gemma":[0.005900263,0.0001667664,0.0003010133,0.001762021,0.01686517,0.00566847,0.00266829,0.002661783,0.0007491377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450576,"about_ca_system_score_gemma":0.00163538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229738,"about_ca_topic_score_gemma":0.003180939,"domain_scores_codex":[0.9981863,0.0009347809,0.000068706,0.0002303327,0.0002551379,0.0003248447],"domain_scores_gemma":[0.9944864,0.003265386,0.0008500331,0.0004874977,0.000339467,0.0005712708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001483426,0.00001146541,0.001061605,0.00001573097,0.000003576181,0.00002905814,0.002135422,0.00007619744,0.00004928933,0.9934023,0.0003311091,0.002869526],"study_design_scores_gemma":[0.0001326194,0.0001400791,0.01871735,0.0003486878,0.0000589107,0.0006020725,0.0176214,0.0009922343,0.0003127301,0.8721048,0.08893675,0.0000323871],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1585635,0.004188241,0.01555497,0.01739532,0.0004107558,0.00002713456,0.00006727784,0.00003695804,0.8037559],"genre_scores_gemma":[0.9812881,0.0013109,0.0009215872,0.0005028549,0.0002366191,0.00002609549,0.00002979863,0.00002479376,0.01565919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009749326,"threshold_uncertainty_score":0.03261471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3752593175542343,"score_gpt":0.4877176780161993,"score_spread":0.112458360461965,"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."}}