{"id":"W4240092480","doi":"10.1080/12507970.2011.11516983","title":"édito","year":2011,"lang":"fr","type":"article","venue":"Logistique & Management","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001004987,0.0001367467,0.0001163643,0.00006057402,0.0003645279,0.00005369064,0.0003747989,0.000144991,0.02478412],"category_scores_gemma":[0.00006632193,0.0001513171,0.00006394566,0.0002865671,0.0005659022,0.0004366785,0.00009462403,0.0001945045,0.003649011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009595735,"about_ca_system_score_gemma":0.00007065891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005965492,"about_ca_topic_score_gemma":0.00185561,"domain_scores_codex":[0.9984627,0.0004412819,0.0002174679,0.0002897637,0.0002188737,0.000369893],"domain_scores_gemma":[0.9992509,0.0001143923,0.0001617726,0.0002892468,0.00005324161,0.0001304507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000128486,0.0002722001,0.00134992,0.00007237995,0.00007559409,0.00004765315,0.01502536,0.000003022477,2.233286e-7,0.8330317,0.07442567,0.07568341],"study_design_scores_gemma":[0.00008000684,0.00003309555,0.01491365,0.00003403397,0.0001085229,0.000001267805,0.0104664,0.000003701221,0.00001358581,0.07232905,0.9018508,0.0001659125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001637985,0.003943524,0.001761029,0.03118945,0.007411535,0.00028274,0.000004240826,0.00007533204,0.9536942],"genre_scores_gemma":[0.5122093,0.007148044,0.007641977,0.002326796,0.0009945084,0.00006296345,0.000005584925,0.00001410497,0.4695967],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8274251,"threshold_uncertainty_score":0.9971268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037272335267536,"score_gpt":0.4009119363872636,"score_spread":0.19718470286051,"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."}}