{"id":"W2796260596","doi":"10.18549/pharmpract.2018.01.1236","title":"Scholarly publishing depends on peer reviewers","year":2018,"lang":"en","type":"article","venue":"Pharmacy Practice","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of General Medical Sciences; University of California, Davis; University of Illinois at Urbana-Champaign; Universidade de Coimbra; Kerman University of Medical Sciences; Universiti Sains Malaysia; University of Warwick; Purdue University; North Carolina State University; Jordan University of Science and Technology; NorthShore University HealthSystem; University of Minnesota; Chapman University; University of Pittsburgh; Universitetet i Tromsø; University of Technology Sydney; North Dakota State University; RMIT University; Kaiser Permanente","keywords":"Publishing; Economic shortage; Peer review; Open peer review; Public relations; Psychology; Computer science; Political science; Law; Plant biology","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"],"consensus_categories":[],"category_scores_codex":[0.1218201,0.002156236,0.004933212,0.006555108,0.01052095,0.04176237,0.006919165,0.0158873,0.05900674],"category_scores_gemma":[0.5480524,0.002988565,0.001986507,0.007969671,0.01753087,0.03922702,0.02015595,0.02314523,0.1517251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00640141,"about_ca_system_score_gemma":0.06952626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004351995,"about_ca_topic_score_gemma":0.005398857,"domain_scores_codex":[0.6844755,0.07542942,0.03070984,0.03010526,0.1694654,0.009814654],"domain_scores_gemma":[0.180728,0.183395,0.04735976,0.1162439,0.396142,0.07613143],"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":[0.0001493521,0.0001238509,0.001968036,0.001235767,0.0001477725,0.0003051324,0.001754667,0.0002197202,0.001138161,0.05805686,0.7935944,0.1413062],"study_design_scores_gemma":[0.00005993511,0.00004930362,0.001189211,0.0008914949,0.00004276152,0.0005102054,0.0004654955,0.0003148057,0.0006343985,0.02438447,0.97133,0.0001279649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004274091,0.03371253,0.04627298,0.5094778,0.1692608,0.001082211,0.0007288725,0.004715243,0.2304755],"genre_scores_gemma":[0.1174998,0.05429522,0.06892323,0.1779301,0.1580186,0.002185331,0.00192741,0.009027334,0.410193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8781799,"threshold_uncertainty_score":0.6442538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8200264845075884,"score_gpt":0.683649664139037,"score_spread":0.1363768203685514,"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."}}