{"id":"W2531858498","doi":"","title":"Editorial: A critical review of peer review: The need to scrutinize the\"gatekeepers\" of research in exercise physiology","year":2003,"lang":"en","type":"other","venue":"QUT ePrints (Queensland University of Technology)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for Exercise Physiology","funders":"","keywords":"Premise; Peer review; Function (biology); Psychology; Engineering ethics; Medical education; Medicine; Epistemology; Political science; Law; Philosophy; Engineering; 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":[0.1414973,0.003134588,0.004958213,0.007632568,0.01152357,0.031733,0.007358368,0.02130376,0.01219959],"category_scores_gemma":[0.4256566,0.002004419,0.002043289,0.005064619,0.02387333,0.009352555,0.004384337,0.02097801,0.01591438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009542502,"about_ca_system_score_gemma":0.02607491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144564,"about_ca_topic_score_gemma":0.004118096,"domain_scores_codex":[0.8152044,0.07222131,0.02255999,0.009100915,0.07777273,0.003140654],"domain_scores_gemma":[0.344781,0.228947,0.04821052,0.03854577,0.3074684,0.03204742],"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":[0.00006925367,0.00002201837,0.0001504557,0.0009247765,0.00003789837,0.0003085522,0.0005273704,0.00006531113,0.0004571762,0.002219205,0.9712899,0.02392806],"study_design_scores_gemma":[0.0001163223,0.0001012745,0.001132685,0.001422549,0.00006344219,0.001177931,0.0008600014,0.001122439,0.0007404476,0.01188271,0.9812412,0.0001391365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004834606,0.006230244,0.00624179,0.1959705,0.7861356,0.0005236939,0.00008838801,0.0006139113,0.003712329],"genre_scores_gemma":[0.01125634,0.01289247,0.01368855,0.06739309,0.8689448,0.0009135362,0.0001530397,0.0009972418,0.02376087],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8585027,"threshold_uncertainty_score":0.748318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08367953361512719,"score_gpt":0.4108111791383008,"score_spread":0.3271316455231736,"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."}}