{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009305811,0.00004074939,0.00006912633,0.00001831334,0.0004330098,0.00002628316,0.0002949791,0.00003520816,0.001623263],"category_scores_gemma":[0.0003897058,0.00001875447,0.00006779075,0.0001584359,0.0003010109,0.00005411256,0.00001272549,0.00003727425,0.00039423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005608715,"about_ca_system_score_gemma":0.0001881053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008885601,"about_ca_topic_score_gemma":0.001341324,"domain_scores_codex":[0.9991818,0.0002502024,0.00007634069,0.00008722153,0.0002089712,0.0001954301],"domain_scores_gemma":[0.9994465,0.0002258703,0.00002606911,0.0001686087,0.00003583458,0.00009707979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007391552,0.0000698579,0.003560121,0.000001506631,0.00004525836,0.000001240239,0.05785931,1.260779e-8,0.001483072,0.7883229,0.09228241,0.05636695],"study_design_scores_gemma":[0.00006220667,0.00000414314,0.00256038,0.000006930183,0.00001303438,1.492296e-7,0.009592595,5.115567e-8,0.000179878,0.02427251,0.9632465,0.00006166664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4530022,0.0003169681,0.0000881198,0.2024347,0.001134332,0.0001322076,0.00000350514,0.0000681743,0.3428198],"genre_scores_gemma":[0.9753531,0.0002141189,0.00002410094,0.0008254569,0.0008610934,0.00001649647,1.214043e-7,0.000004597724,0.02270087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8709641,"threshold_uncertainty_score":0.9992894,"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."}}