{"id":"W2033691041","doi":"","title":"The Skewed Few: Does 'Skew' Signal Quality Among Journals, Articles, and Academics?","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Praise; Skepticism; Publication; Elite; Quality (philosophy); Skew; Political science; Psychology; Accounting; Business; Law; Social psychology; Computer science; Philosophy; Telecommunications; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.03378974,0.0004265847,0.001979522,0.006574805,0.001629522,0.006636679,0.001737942,0.002476082,0.002903047],"category_scores_gemma":[0.2522266,0.0004471217,0.0005567189,0.01015887,0.01103871,0.01154141,0.004375356,0.002850713,0.001247921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804032,"about_ca_system_score_gemma":0.001407042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375148,"about_ca_topic_score_gemma":0.003836195,"domain_scores_codex":[0.9760227,0.0135746,0.002009888,0.002370683,0.005170607,0.0008514425],"domain_scores_gemma":[0.7021981,0.1580202,0.07967512,0.02676503,0.02387857,0.009462962],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007970994,0.000120493,0.8508406,0.0005572309,0.000380537,0.0002898387,0.005840972,0.0005411875,0.0007224085,0.02541335,0.01067236,0.103824],"study_design_scores_gemma":[0.0001301993,0.0006606653,0.6943673,0.000861697,0.0003767128,0.001597086,0.01662997,0.005180246,0.002185414,0.247317,0.03043311,0.0002605837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270295,0.009377,0.03982797,0.08270716,0.002224391,0.0001733692,0.00199094,0.000302452,0.03636723],"genre_scores_gemma":[0.9860838,0.00110652,0.003314399,0.007064367,0.001154133,0.00005027501,0.0002347101,0.00006768127,0.0009241793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9934252,"threshold_uncertainty_score":0.1786994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.392888126573138,"score_gpt":0.5416786107788136,"score_spread":0.1487904842056756,"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."}}