{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001025765,0.00007246092,0.0000595176,0.00005385089,0.0003531173,0.0001294531,0.00008333429,0.0001107473,0.001240289],"category_scores_gemma":[0.0002292592,0.00006515563,0.00002201067,0.0004639621,0.00002356532,0.0004697398,0.00002906826,0.0001532691,0.001160068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007930034,"about_ca_system_score_gemma":0.00001357453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000293726,"about_ca_topic_score_gemma":0.000008883253,"domain_scores_codex":[0.9995554,0.00000559205,0.0001234296,0.0001093373,0.0001072988,0.0000989602],"domain_scores_gemma":[0.9997203,0.00003033959,0.00007294294,0.00008626846,0.00008404148,0.000006126912],"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":[0.000002082305,0.00002944396,0.02970598,0.000002731194,0.0000136554,6.114937e-7,0.00003642782,0.001008717,0.0002312356,0.9155313,0.04231921,0.01111855],"study_design_scores_gemma":[0.0002011387,0.000003205565,0.01570039,0.00001752194,0.00002767487,0.000001330114,0.000332752,0.002856687,0.0001260228,0.01038848,0.9701771,0.0001677027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2088028,0.0001055749,0.005142313,0.008882676,0.0004130969,0.0001788162,0.000001994955,0.00035397,0.7761188],"genre_scores_gemma":[0.9944156,0.000001186453,0.0001755569,0.0006040031,0.001352851,0.000003479833,0.00005148254,0.00001091792,0.00338486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9278579,"threshold_uncertainty_score":0.9996727,"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."}}