{"id":"W4232005799","doi":"10.5840/symposium200610127","title":"A Note on Peer Review","year":2006,"lang":"en","type":"article","venue":"Symposium","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":1,"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":[0.01553574,0.001595016,0.003505214,0.005866311,0.008396446,0.01211206,0.006243397,0.03463717,0.1349742],"category_scores_gemma":[0.1312313,0.001137065,0.002900266,0.003592949,0.002308954,0.007231185,0.004419448,0.0179441,0.1495405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004658029,"about_ca_system_score_gemma":0.01292478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007331647,"about_ca_topic_score_gemma":0.01667586,"domain_scores_codex":[0.974876,0.002960318,0.002747475,0.002196485,0.01463528,0.002584438],"domain_scores_gemma":[0.8120891,0.02105527,0.004338541,0.01358603,0.1381212,0.01080983],"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":[0.00005025895,0.00003263078,0.0001019703,0.0001245768,0.000007450276,0.0002238693,0.00005293954,0.00002394369,0.0003908703,0.001253592,0.9879135,0.009824247],"study_design_scores_gemma":[0.00003813476,0.0000316693,0.001308305,0.0002205725,0.00001706275,0.0001336807,0.0001708604,0.0002238395,0.0003289268,0.001892743,0.9955923,0.00004179845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001624249,0.003625454,0.001885273,0.2511737,0.6391208,0.001705374,0.001245536,0.001227617,0.09839183],"genre_scores_gemma":[0.007883362,0.002138433,0.00282756,0.09375065,0.1086893,0.001573247,0.0009356533,0.0006899891,0.7815117],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9844643,"threshold_uncertainty_score":0.4515335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744306119299569,"score_gpt":0.2633621300989093,"score_spread":0.2359190689059136,"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."}}