{"id":"W4214918019","doi":"10.5840/symposium20037224","title":"A Note on Peer Review","year":2003,"lang":"en","type":"article","venue":"Symposium","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01479232,0.0015773,0.003525854,0.005914962,0.008480337,0.01170316,0.006036909,0.03375681,0.1361108],"category_scores_gemma":[0.1296883,0.001115439,0.002802772,0.003554506,0.002214483,0.007124855,0.004304065,0.01758233,0.1494605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004465373,"about_ca_system_score_gemma":0.01229935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007659427,"about_ca_topic_score_gemma":0.01720267,"domain_scores_codex":[0.97663,0.002737062,0.002537634,0.002050867,0.01361767,0.002426732],"domain_scores_gemma":[0.8128683,0.02112848,0.004196472,0.01346345,0.137943,0.01040027],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005033134,0.00003173474,0.0000989375,0.0001195555,0.000006946351,0.000210158,0.00005227755,0.00002388766,0.0003744467,0.001270828,0.9880524,0.009708609],"study_design_scores_gemma":[0.00003676337,0.00003106771,0.001325222,0.0002150878,0.0000169464,0.0001277615,0.0001670447,0.0002163823,0.00030587,0.001912833,0.9956052,0.00003980071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001672648,0.003722914,0.001871853,0.2536391,0.6288103,0.001692827,0.001265594,0.00123276,0.106092],"genre_scores_gemma":[0.00761604,0.002107115,0.002660919,0.08853879,0.102362,0.001486958,0.0009012275,0.0006555039,0.7936714],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9852077,"threshold_uncertainty_score":0.4553359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892886312011318,"score_gpt":0.2766320551352561,"score_spread":0.2377031920151429,"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."}}