{"id":"W4245233804","doi":"10.24095/hpcdp.40.3.05","title":"With thanks to our 2019 peer reviewers","year":2020,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Psychology; Data science; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02681257,0.001545906,0.002296597,0.007191834,0.00802708,0.01767988,0.003207234,0.004425766,0.104327],"category_scores_gemma":[0.2194069,0.0009887208,0.00134351,0.00510022,0.002595555,0.00501913,0.004809223,0.006809866,0.1419776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007481172,"about_ca_system_score_gemma":0.03536485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03461883,"about_ca_topic_score_gemma":0.09434436,"domain_scores_codex":[0.9572576,0.007925264,0.004198478,0.004169543,0.02383378,0.002615404],"domain_scores_gemma":[0.4125961,0.01167801,0.01238797,0.01045182,0.5121937,0.04069238],"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":[0.00001824297,0.000005127883,0.0002564014,0.00008314304,0.000004795711,0.00008733248,0.0001469409,0.00001786884,0.0001045229,0.0002157336,0.9851755,0.0138844],"study_design_scores_gemma":[0.00001134436,0.000006379575,0.0005994548,0.0001399609,0.00000789695,0.0001906833,0.0004842476,0.00007932808,0.0001097363,0.0003956053,0.997945,0.00003036341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002211588,0.01492259,0.007374965,0.3089512,0.6107141,0.001837181,0.005618446,0.00304876,0.04532121],"genre_scores_gemma":[0.02906876,0.01661027,0.0225623,0.09857286,0.3213611,0.002613099,0.006084593,0.005061183,0.4980658],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9731874,"threshold_uncertainty_score":0.3490086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692954949147014,"score_gpt":0.3320133254718977,"score_spread":0.2850837759804275,"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."}}