{"id":"W4392117956","doi":"10.15173/m.v1i27.1163","title":"Contributors","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":["insufficient_payload"],"category_scores_codex":[0.002722816,0.0007662639,0.0006804383,0.003386682,0.002589038,0.00435368,0.001404857,0.001564693,0.7347056],"category_scores_gemma":[0.02571877,0.00035037,0.0003525862,0.00124227,0.0006686361,0.001724613,0.003500824,0.001735944,0.5326142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971193,"about_ca_system_score_gemma":0.004836604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877519,"about_ca_topic_score_gemma":0.006704479,"domain_scores_codex":[0.9978215,0.0004726498,0.00008796425,0.000356623,0.000975615,0.0002856139],"domain_scores_gemma":[0.9864768,0.001532922,0.0004330401,0.001186906,0.007008923,0.003361507],"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":[0.00004643103,0.00001988141,0.0004284321,0.00007656278,0.000001699624,0.00006505996,0.0001420926,0.00001500313,0.00009501079,0.003633094,0.9449124,0.05056443],"study_design_scores_gemma":[0.000004997719,0.000003666007,0.0001860443,0.00008067201,0.000001851955,0.00008123057,0.0001587942,0.00002593609,0.00006720867,0.000461751,0.9989246,0.000003366666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003046406,0.002704378,0.004568047,0.03320094,0.03698961,0.0009380016,0.01321753,0.004413227,0.9009219],"genre_scores_gemma":[0.004592684,0.0004724364,0.001519588,0.003161109,0.001577669,0.0003299343,0.002372011,0.0006874299,0.9852871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2652944,"threshold_uncertainty_score":0.3784103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111513336852495,"score_gpt":0.249756296519948,"score_spread":0.2386411631514231,"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."}}