{"id":"W4392117942","doi":"10.15173/m.v1i29.1172","title":"Medpulse","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Psychoanalysis and Social Critique","field":"Social Sciences","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":[],"consensus_categories":[],"category_scores_codex":[0.001333182,0.0007477048,0.0008476021,0.002605055,0.002796581,0.00844393,0.001587228,0.004640905,0.8262054],"category_scores_gemma":[0.005815172,0.0005686556,0.0009443109,0.001524504,0.001185715,0.003438303,0.004782021,0.003730692,0.6984481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511423,"about_ca_system_score_gemma":0.002180734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994087,"about_ca_topic_score_gemma":0.004637131,"domain_scores_codex":[0.998763,0.0001358558,0.00004968283,0.0001378082,0.0007002579,0.0002135761],"domain_scores_gemma":[0.9976688,0.0003788551,0.0001077678,0.0003173809,0.0007206405,0.0008066367],"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":[0.00003137919,0.00002644955,0.00005839878,0.00006786462,0.000001944081,0.00004141358,0.00002378035,0.00001159749,0.0001023074,0.003021647,0.9689867,0.02762646],"study_design_scores_gemma":[0.00001205643,0.00001113476,0.0002126573,0.00005431856,0.000001192788,0.00003674821,0.00002607456,0.00003070694,0.00008832207,0.001248484,0.9982734,0.000004918891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003376757,0.0009938795,0.0004192208,0.007189136,0.01205602,0.0001021691,0.001683846,0.001606159,0.9756119],"genre_scores_gemma":[0.001108071,0.000189843,0.00007988539,0.002372182,0.002168513,0.00002844159,0.0003986326,0.000338274,0.9933162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8262054,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564604283941859,"score_gpt":0.3698494414576622,"score_spread":0.3442033986182436,"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."}}