{"id":"W2552768957","doi":"10.3917/puv.moeg.2016.01","title":"Industrialiser l’éducation","year":2016,"lang":"fr","type":"book","venue":"Presses universitaires de Vincennes eBooks","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":[0.002088586,0.0009067506,0.0003566669,0.001375177,0.003388014,0.00803954,0.0007957933,0.003737941,0.04379314],"category_scores_gemma":[0.00244384,0.0003092999,0.0006507908,0.001275267,0.00722701,0.007701898,0.00517524,0.005496279,0.01406784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005154711,"about_ca_system_score_gemma":0.004937404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006370388,"about_ca_topic_score_gemma":0.01068808,"domain_scores_codex":[0.9982195,0.0006296517,0.00005505819,0.0003243076,0.0004701046,0.0003012037],"domain_scores_gemma":[0.9991585,0.000347964,0.00006608128,0.0001604147,0.0001584712,0.0001085814],"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":[0.00001886658,0.00006056053,0.0003264185,0.000290146,0.000009428789,0.0001777444,0.008557954,0.0003015606,0.0005866955,0.7363518,0.1025047,0.150814],"study_design_scores_gemma":[0.000003744489,0.00001180556,0.0002301803,0.0002199782,0.00000196844,0.00008177924,0.0007658182,0.00004295644,0.0001413509,0.02393282,0.9745633,0.000004279425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003286181,0.02371208,0.006883622,0.03234087,0.001524796,0.00005217019,0.00005556592,0.00017477,0.9319699],"genre_scores_gemma":[0.09014981,0.02749148,0.01141627,0.01277589,0.001509814,0.0001242755,0.0001383395,0.0002150373,0.8561791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04379314,"threshold_uncertainty_score":0.1465027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988659539551735,"score_gpt":0.3015776560333274,"score_spread":0.25169106063781,"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."}}