{"id":"W4250876905","doi":"10.7202/1022979ar","title":"Merit Rating","year":2014,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02683224,0.0004768078,0.001137208,0.007599739,0.002597612,0.005982533,0.001688063,0.001373393,0.02681868],"category_scores_gemma":[0.1564162,0.0001835902,0.0008945202,0.006200404,0.001619068,0.003176579,0.002298062,0.002217559,0.008019664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003426504,"about_ca_system_score_gemma":0.00430942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748447,"about_ca_topic_score_gemma":0.005659428,"domain_scores_codex":[0.9651748,0.012627,0.00308735,0.00127185,0.01652364,0.001315314],"domain_scores_gemma":[0.8539771,0.02751524,0.01058846,0.008045122,0.09235336,0.00752073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004224597,0.0001402138,0.01915522,0.0006718529,0.00008926331,0.000258792,0.00189071,0.001021538,0.001030564,0.1555676,0.2834821,0.5362697],"study_design_scores_gemma":[0.00008450507,0.0005784276,0.04740177,0.001013964,0.0001089124,0.001460128,0.003456721,0.004976508,0.001888788,0.07901268,0.8597553,0.0002622402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0465076,0.006140098,0.1209434,0.03563084,0.008867982,0.002022327,0.002972461,0.001575249,0.77534],"genre_scores_gemma":[0.6409186,0.005473577,0.175447,0.005198366,0.004052942,0.001481372,0.003532838,0.0007733117,0.1631219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02683224,"threshold_uncertainty_score":0.1419041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260941348061024,"score_gpt":0.192158510901585,"score_spread":0.1795490974209748,"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."}}