{"id":"W3037396094","doi":"10.1017/9781108783521","title":"Reading Peer Review","year":2020,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Science and Technology Facilities Council; KU Leuven; Yale University; University of Stirling; Curtin University of Technology; Leverhulme Trust; University of Illinois at Urbana-Champaign; Monash University; University of Sussex; Birkbeck, University of London; University of Southampton; Queen Mary University of London; Royal Society; University of Bedfordshire; Andrew W. Mellon Foundation; University of Cambridge; University of the Arts London; King's College London; Simon Fraser University; University of Chicago; Directorate for Biological Sciences; National Institutes of Health; Canterbury Christ Church University; Coventry University","keywords":"Reading (process); Element (criminal law); Political radicalism; Politics; Computer science; Data science; World Wide Web; Library science; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00819981,0.001283427,0.001605975,0.00493214,0.003833212,0.01823293,0.002290469,0.004822329,0.14151],"category_scores_gemma":[0.05304256,0.0006999082,0.0006782577,0.005227572,0.005607183,0.01130507,0.005364705,0.004527189,0.1821858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927145,"about_ca_system_score_gemma":0.0107068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037174,"about_ca_topic_score_gemma":0.001955048,"domain_scores_codex":[0.980387,0.00360914,0.001190085,0.001838163,0.01241459,0.0005609239],"domain_scores_gemma":[0.9587249,0.01269374,0.00201791,0.007684206,0.01666037,0.002218969],"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":[0.000007355332,0.00001309583,0.00005434435,0.0003891717,0.000006487691,0.00007221613,0.0004970833,0.00009132483,0.000225206,0.08014738,0.7890252,0.1294712],"study_design_scores_gemma":[0.000001414382,0.000004724513,0.00004717019,0.0001633776,9.151533e-7,0.00004921064,0.00007945563,0.00001712597,0.00004123523,0.008392972,0.9911981,0.00000432573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004550209,0.02753901,0.0142994,0.02942037,0.03848268,0.0003681633,0.0007267057,0.001598428,0.8871103],"genre_scores_gemma":[0.0083979,0.02357322,0.01012035,0.00618328,0.01790884,0.0003761386,0.000945184,0.0009216526,0.9315734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9950678,"threshold_uncertainty_score":0.473398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4952485308698015,"score_gpt":0.465468387367608,"score_spread":0.02978014350219343,"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."}}