{"id":"W4392108107","doi":"10.15173/m.v1i31.1868","title":"Abstracts","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Biology","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":[0.0009884947,0.001222961,0.0007327393,0.003333695,0.002290561,0.004642546,0.001381119,0.001729245,0.7883791],"category_scores_gemma":[0.005895623,0.0003560445,0.0008082276,0.001418019,0.0005293702,0.001771612,0.003274081,0.001738166,0.647831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576056,"about_ca_system_score_gemma":0.002584676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972217,"about_ca_topic_score_gemma":0.004744221,"domain_scores_codex":[0.998995,0.0001401343,0.00005431824,0.0001463103,0.0005347293,0.0001295671],"domain_scores_gemma":[0.9976356,0.0002000653,0.0001053585,0.0002127378,0.001076678,0.0007695896],"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":[0.00004136048,0.00003157039,0.0001392041,0.0001410703,0.000002902134,0.00005533641,0.00003177233,0.00001382426,0.0002937994,0.001437012,0.9242024,0.0736099],"study_design_scores_gemma":[0.000007140974,0.00001155284,0.0003461882,0.0001030044,0.000002836696,0.0001014302,0.00004369986,0.00001735526,0.0001380851,0.0004958967,0.9987291,0.000003735351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001313044,0.005225711,0.001013866,0.008536639,0.02265347,0.0002753025,0.004845476,0.0014553,0.9546812],"genre_scores_gemma":[0.002677247,0.001463173,0.0003671794,0.0009699533,0.002844266,0.00008038607,0.002020305,0.0002995094,0.989278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2116209,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704839778052257,"score_gpt":0.3084339544553414,"score_spread":0.2813855566748188,"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."}}