{"id":"W6887636371","doi":"10.17605/osf.io/2rx9s","title":"Peer Review - A talk with Dr. David Moher","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Peer review; Associate editor; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08885594,0.001345113,0.002552797,0.004329354,0.007209444,0.01344828,0.004000898,0.01104106,0.04762619],"category_scores_gemma":[0.3526921,0.001200852,0.001348567,0.003138268,0.007090064,0.01219624,0.0104746,0.02222887,0.04324684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005795626,"about_ca_system_score_gemma":0.02083836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709775,"about_ca_topic_score_gemma":0.002428932,"domain_scores_codex":[0.8990076,0.03636622,0.006867058,0.00825895,0.04620789,0.003292359],"domain_scores_gemma":[0.5799424,0.0812032,0.01962166,0.0328805,0.2147828,0.07156949],"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":[0.00004282831,0.00001449798,0.0001537364,0.0002304898,0.00002341902,0.000105413,0.0004295374,0.00003870769,0.0002286784,0.002528643,0.9661872,0.03001681],"study_design_scores_gemma":[0.00002529,0.00002748588,0.0003149603,0.0003529104,0.000008990602,0.0002462556,0.0004413219,0.000112719,0.0001632886,0.006247551,0.9920142,0.00004498388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004985438,0.01294453,0.007688184,0.8045094,0.1627495,0.0002548249,0.0001494152,0.0005433082,0.01066239],"genre_scores_gemma":[0.02198724,0.03350333,0.01644823,0.4063633,0.4029902,0.001052493,0.0009929049,0.002439386,0.1142228],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9111441,"threshold_uncertainty_score":0.4699208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06562858121864147,"score_gpt":0.3305645514606262,"score_spread":0.2649359702419848,"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."}}