{"id":"W2780515614","doi":"10.1080/0048721x.2018.1415116","title":"Peer review, reviewers, and review policy 2015–2016","year":2017,"lang":"en","type":"article","venue":"Religion","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University; Concordia University","funders":"","keywords":"Peer review; Political science; Psychology; Data science; Law and economics; Economics; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0168617,0.0001854053,0.0006642452,0.0001244602,0.0005059203,0.001239019,0.003069333,0.0001328557,0.0001436698],"category_scores_gemma":[0.1597469,0.0001143362,0.0001537981,0.0003513965,0.0001490714,0.002045583,0.0007598932,0.0003609377,0.001204306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004733804,"about_ca_system_score_gemma":0.0002049885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004619169,"about_ca_topic_score_gemma":0.000007095869,"domain_scores_codex":[0.9955732,0.000267037,0.0008635875,0.0006069448,0.002390279,0.0002989258],"domain_scores_gemma":[0.9948527,0.000442156,0.001019286,0.002155321,0.001267842,0.0002627523],"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":[0.000001504634,0.000003487836,0.0009331511,0.0003359234,0.000002965122,0.000002501501,0.00001025736,1.593946e-8,0.000002610283,0.001084686,0.8674592,0.1301637],"study_design_scores_gemma":[0.0001025753,0.00001162708,0.002564253,0.01348985,0.00003035201,0.00003290556,0.000003336247,0.000005444359,0.000005516313,0.01142906,0.9721687,0.0001563596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001193188,0.5591092,0.00004964029,0.3705405,0.0003341328,0.0003542796,0.000008863942,0.00002568886,0.06945837],"genre_scores_gemma":[0.003466814,0.9011468,0.0001431295,0.02856007,0.0004558984,0.00001769953,0.00000757719,0.00001249768,0.06618956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3420376,"threshold_uncertainty_score":0.9997978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025468302076245,"score_gpt":0.4767021344490021,"score_spread":0.3741553042413776,"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."}}