{"id":"W4232578072","doi":"10.1080/12507970.2013.11517012","title":"édito","year":2013,"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":"HEC 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000693069,0.0001408837,0.0001206136,0.00005705206,0.0004031154,0.0002019037,0.0003484315,0.0001454968,0.0419958],"category_scores_gemma":[0.0000857527,0.000150988,0.00006084574,0.0002950819,0.0004943046,0.0007333125,0.00009657935,0.0002052135,0.01579477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122097,"about_ca_system_score_gemma":0.00006416204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089942,"about_ca_topic_score_gemma":0.001032129,"domain_scores_codex":[0.9983809,0.0004419362,0.0002261433,0.0002881967,0.0002571577,0.0004056702],"domain_scores_gemma":[0.9991089,0.0002243897,0.0001514569,0.000282267,0.00008342519,0.0001496378],"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":[0.000001817567,0.0001333904,0.0006565833,0.00006664054,0.00005098964,0.000008956496,0.0024824,0.00002246471,7.585156e-7,0.5676801,0.3056042,0.1232917],"study_design_scores_gemma":[0.00007698372,0.00002036769,0.01453776,0.00003358801,0.0000611732,8.680209e-7,0.008459228,0.00002174208,0.000004865723,0.06917178,0.9074475,0.0001641218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00354388,0.003903379,0.001021827,0.2214206,0.005833723,0.0005112651,0.000002570187,0.0000690465,0.7636937],"genre_scores_gemma":[0.4052607,0.005361375,0.003268776,0.003802454,0.001223383,0.0001746931,0.000007408013,0.00001182403,0.5808893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6018433,"threshold_uncertainty_score":0.9956871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05946730900720979,"score_gpt":0.3854006105380663,"score_spread":0.3259333015308565,"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."}}