{"id":"W4240574816","doi":"10.21226/ewjus522","title":"Contributors' Bios","year":2019,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"BIOS; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00391925,0.0007062488,0.0008677188,0.002712647,0.001509089,0.002538332,0.001952511,0.001933824,0.6336744],"category_scores_gemma":[0.08094529,0.0003331364,0.0008409754,0.0009426896,0.0005636485,0.0008365597,0.002489491,0.001823665,0.2102706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809412,"about_ca_system_score_gemma":0.005810642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006413282,"about_ca_topic_score_gemma":0.00850455,"domain_scores_codex":[0.9966479,0.0006959468,0.0002381195,0.000417172,0.001666629,0.0003342058],"domain_scores_gemma":[0.9583716,0.007503086,0.001221789,0.004079057,0.02594552,0.002878887],"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":[0.00006377977,0.0000154166,0.0003338056,0.0001737753,0.000006325878,0.00005359533,0.00005848916,0.00001414921,0.00004101541,0.0006871504,0.9810116,0.01754094],"study_design_scores_gemma":[0.00004646682,0.0000115752,0.001286704,0.0003321374,0.00001006057,0.0001004877,0.0002171304,0.0000433018,0.0001276256,0.000638962,0.9971795,0.000006047232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004216623,0.003489908,0.00249873,0.1320118,0.292738,0.005082621,0.1499247,0.002425341,0.4076122],"genre_scores_gemma":[0.02605188,0.001976138,0.003703517,0.04066748,0.01747832,0.005519301,0.02843721,0.0008645582,0.8753015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3663256,"threshold_uncertainty_score":0.522519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066210959330916,"score_gpt":0.2986781862492749,"score_spread":0.2780160766559658,"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."}}