{"id":"W4392108564","doi":"10.15173/m.v1i42.3270","title":"MedBulletin","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006602156,0.0009779003,0.000752133,0.003255465,0.0007677444,0.00328566,0.0006990653,0.001883712,0.2847258],"category_scores_gemma":[0.00512107,0.0003253952,0.0004547613,0.003543554,0.0003280841,0.001212181,0.001145832,0.002610031,0.2072456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276856,"about_ca_system_score_gemma":0.001772097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00626072,"about_ca_topic_score_gemma":0.01019715,"domain_scores_codex":[0.9993772,0.00006098149,0.00007430919,0.00009317244,0.0003042437,0.00009001691],"domain_scores_gemma":[0.9976695,0.0004735604,0.0003772412,0.0001613996,0.0007709373,0.0005473514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000482045,0.00001012872,0.0001415365,0.0001564326,0.000003845403,0.00003121971,0.000007814313,0.0000129603,0.00007689045,0.0005480929,0.9737076,0.02525527],"study_design_scores_gemma":[0.00001184015,0.000008489188,0.001343722,0.0000819085,0.000002746836,0.00002380334,0.000009775525,0.00001536496,0.00003260128,0.0001181524,0.9983484,0.000003293564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001967722,0.06126912,0.0004921442,0.08194183,0.06416231,0.000212343,0.09141255,0.002378831,0.6961632],"genre_scores_gemma":[0.009645611,0.03026352,0.0005163398,0.01428911,0.03087199,0.0002160808,0.04008198,0.0005335842,0.8735818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7152742,"threshold_uncertainty_score":0.9525025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496007470744399,"score_gpt":0.4375751006993513,"score_spread":0.2879743536249114,"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."}}