{"id":"W1970083874","doi":"10.7202/001571ar","title":"L’efficacité par l’ambiguïté","year":2002,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04839692,0.001524949,0.001024766,0.003218638,0.00907279,0.01639425,0.003608484,0.007338167,0.01577986],"category_scores_gemma":[0.1265585,0.0009648927,0.001260371,0.002901756,0.02978845,0.01963774,0.01038234,0.009068885,0.003361086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266956,"about_ca_system_score_gemma":0.01037953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215885,"about_ca_topic_score_gemma":0.01260831,"domain_scores_codex":[0.9213429,0.0429472,0.003203642,0.008088208,0.02177177,0.002646227],"domain_scores_gemma":[0.9125558,0.05130611,0.008008335,0.01251357,0.01418192,0.001434308],"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":[0.00005558437,0.00003157295,0.002141802,0.0003097564,0.00005264274,0.0002997484,0.02318878,0.0007005704,0.0004390786,0.9351734,0.01060808,0.02699906],"study_design_scores_gemma":[0.00003541361,0.00004850031,0.002372851,0.001019331,0.00005667049,0.0004560523,0.01504237,0.001585461,0.001693674,0.5485741,0.4290418,0.000073655],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05527268,0.01624834,0.100383,0.3515488,0.006066795,0.0004003917,0.0004296375,0.0002796671,0.4693707],"genre_scores_gemma":[0.8461781,0.00693374,0.03152279,0.0315112,0.003062567,0.0005807219,0.0002645795,0.0004781092,0.07946815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04839692,"threshold_uncertainty_score":0.2559504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8097778679476396,"score_gpt":0.6126113438200266,"score_spread":0.197166524127613,"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."}}