{"id":"W4392125547","doi":"10.15173/m.v1i9.676","title":"MedWire","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Science, Research, and Medicine","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":[0.0004485524,0.000387358,0.0003168985,0.00204339,0.00186758,0.002481409,0.000746259,0.001372183,0.7908905],"category_scores_gemma":[0.003383227,0.0002466102,0.0003890149,0.00100223,0.0003216557,0.00119611,0.001373914,0.001554019,0.5177974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009087087,"about_ca_system_score_gemma":0.001168696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004531451,"about_ca_topic_score_gemma":0.01335523,"domain_scores_codex":[0.9996365,0.00003846429,0.00001674669,0.00006503169,0.000172141,0.00007093013],"domain_scores_gemma":[0.9977962,0.0003802292,0.0001059101,0.0001690731,0.0007688749,0.0007797817],"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":[0.00005541789,0.00004901454,0.0008588855,0.0000346403,0.000003299119,0.00008881999,0.00002958587,0.000007023349,0.0001080108,0.0011239,0.9405674,0.05707401],"study_design_scores_gemma":[0.00002488076,0.00002787541,0.00402483,0.00004519007,0.000003211114,0.0001433706,0.0000539285,0.00004362367,0.00007926869,0.0003700468,0.9951782,0.000005506769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003251537,0.0008758846,0.0003951639,0.01538856,0.004034987,0.0001476486,0.01027756,0.001334127,0.9642946],"genre_scores_gemma":[0.007601067,0.0006950575,0.0002688455,0.007413608,0.001220574,0.00005287262,0.004013406,0.0002035974,0.9785311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2091095,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253853890453523,"score_gpt":0.3852867879010142,"score_spread":0.3327482489964789,"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."}}