{"id":"W4243360437","doi":"10.15173/m.v1i20.784","title":"MedBulletin","year":2012,"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":[0.0003625132,0.0002476882,0.0003193622,0.001646079,0.0008334523,0.00143995,0.0002435967,0.0008929801,0.1078136],"category_scores_gemma":[0.00415043,0.0001152803,0.000128186,0.0009646169,0.0003563048,0.0006555186,0.0008304497,0.001123672,0.02883251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009853978,"about_ca_system_score_gemma":0.001025547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220381,"about_ca_topic_score_gemma":0.01818357,"domain_scores_codex":[0.9996355,0.00006391457,0.00003805595,0.00004331859,0.0001223373,0.00009690756],"domain_scores_gemma":[0.9984154,0.0003453698,0.0002267048,0.000120524,0.0003351531,0.0005568975],"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":[0.0003055005,0.00008734756,0.01695733,0.0003607541,0.00002297053,0.000819764,0.0002381912,0.00004269681,0.0006734998,0.006871915,0.820492,0.153128],"study_design_scores_gemma":[0.0000287892,0.0000344559,0.0522627,0.0001411394,0.000006617936,0.0005632557,0.0001157669,0.00006825021,0.0001968877,0.0006587831,0.9459155,0.000007839382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03426956,0.01903201,0.0007054841,0.08848711,0.00964586,0.000206059,0.04220655,0.001277032,0.8041703],"genre_scores_gemma":[0.3111262,0.02094464,0.0009614844,0.0173919,0.01216643,0.0002511302,0.02643176,0.0002968797,0.6104295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8921864,"threshold_uncertainty_score":0.3606724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032983359142989,"score_gpt":0.4692155599811415,"score_spread":0.2659172240668426,"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."}}