{"id":"W4250403465","doi":"10.3138/jsp.43.2.137","title":"Peer Review: Fetishes, Fallacies, and Perceptions","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Excellence; Creativity; Perception; Quality (philosophy); Peer review; Scholarly communication; Project commissioning; Key (lock); Public relations; Process (computing); Sociology; Political science; Psychology; Computer science; Epistemology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008436768,0.0001517672,0.0003018483,0.0003657789,0.00064069,0.0488788,0.001204216,0.0001131165,0.001231068],"category_scores_gemma":[0.01048457,0.0001241236,0.0001391694,0.0001261889,0.000164702,0.1522907,0.0002147598,0.002260458,0.0000147764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000852218,"about_ca_system_score_gemma":0.0001384735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003642107,"about_ca_topic_score_gemma":0.0002009055,"domain_scores_codex":[0.9973565,0.00027439,0.0007402493,0.0001546373,0.001241098,0.0002331187],"domain_scores_gemma":[0.9917755,0.0001103293,0.0006304069,0.0003894776,0.006846213,0.0002480612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002015627,0.0001306172,0.007428711,0.000103654,0.00009192326,0.00001562888,0.05009626,1.2041e-7,0.00007374277,0.09674148,0.8234267,0.02187102],"study_design_scores_gemma":[0.0003120855,0.0001090087,0.01655575,0.0006481929,0.00008573773,0.0001458923,0.007108034,0.000002814594,0.000003151627,0.006133851,0.9687207,0.0001747382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1309271,0.07635483,0.0002255055,0.1386078,0.002236942,0.0002798442,0.00004745359,0.0001413563,0.6511791],"genre_scores_gemma":[0.9484359,0.009359971,0.005316389,0.006319478,0.001482783,0.000007149853,0.0000329362,0.00004654737,0.02899882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8175088,"threshold_uncertainty_score":0.9996819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025120135987828,"score_gpt":0.2630741396571898,"score_spread":0.160562126058407,"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."}}