{"id":"W4392124840","doi":"10.15173/m.v1i34.2042","title":"MedBulletin","year":2019,"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":"","funders":"","keywords":"Peer review; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001103302,0.001017443,0.0009253421,0.002856646,0.001627225,0.00443486,0.0006255401,0.002674086,0.2516538],"category_scores_gemma":[0.007609034,0.0003177453,0.0003427984,0.002499751,0.0008989555,0.001546737,0.002221434,0.00292959,0.1855664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811021,"about_ca_system_score_gemma":0.002699201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010648,"about_ca_topic_score_gemma":0.01405514,"domain_scores_codex":[0.9992338,0.00008500531,0.00007866243,0.0001000447,0.0002962679,0.0002062978],"domain_scores_gemma":[0.9974142,0.0004295439,0.0003206788,0.0002742552,0.0006506754,0.0009105889],"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":[0.0001739322,0.00005434191,0.002099366,0.0002778923,0.00001300058,0.0001892092,0.00007434405,0.00004146892,0.0004524844,0.00687919,0.9379999,0.05174487],"study_design_scores_gemma":[0.00003515854,0.00002713315,0.01064943,0.0001075753,0.000008529083,0.00009793336,0.00006623848,0.00007075084,0.0001558568,0.00134569,0.9874272,0.000008574511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005537004,0.01140273,0.0003560863,0.0695104,0.01775583,0.0001592541,0.02120626,0.001008278,0.8730642],"genre_scores_gemma":[0.04055831,0.008006614,0.0004162597,0.006794645,0.01352938,0.0001802428,0.009447672,0.0003202937,0.9207466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7483462,"threshold_uncertainty_score":0.8418658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09646915284162506,"score_gpt":0.4274554255272306,"score_spread":0.3309862726856056,"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."}}