{"id":"W4207060245","doi":"10.2340/jrm.v54.1979","title":"Why you should always accept an invitation to review a scientific article","year":2022,"lang":"en","type":"review","venue":"Journal of Rehabilitation Medicine","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hendrix Genetics (Canada)","funders":"","keywords":"Psychology; Epistemology; Engineering ethics; Philosophy; Engineering","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":[0.08669601,0.001856358,0.006533392,0.005899016,0.004706878,0.01567991,0.002958012,0.0348449,0.01225402],"category_scores_gemma":[0.3319337,0.002212397,0.004149235,0.003039388,0.006878512,0.01166749,0.0047869,0.02130472,0.01573143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005723193,"about_ca_system_score_gemma":0.02010939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832955,"about_ca_topic_score_gemma":0.005989373,"domain_scores_codex":[0.9027876,0.03285681,0.01991864,0.003252272,0.03794573,0.003238982],"domain_scores_gemma":[0.5206299,0.160319,0.05510908,0.0110552,0.231715,0.02117186],"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":[0.0002204092,0.00005586504,0.0002974947,0.009478829,0.0004084655,0.0003122381,0.0003337722,0.00001761118,0.0006608059,0.0009588085,0.9382181,0.04903768],"study_design_scores_gemma":[0.0005737418,0.0001585808,0.0009269615,0.01524901,0.0004757664,0.0007082179,0.0004660175,0.00008868598,0.0002609155,0.002569836,0.9784147,0.0001077131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003324996,0.1293222,0.0009618512,0.5000564,0.3650984,0.000814715,0.0001648956,0.0002089195,0.00304002],"genre_scores_gemma":[0.00419469,0.1007492,0.004368767,0.5365989,0.3353552,0.002679304,0.0003142103,0.0002581667,0.01548158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.913304,"threshold_uncertainty_score":0.4584978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1928471751747865,"score_gpt":0.4014230127592442,"score_spread":0.2085758375844577,"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."}}