{"id":"W4237043597","doi":"10.21226/ewjus414","title":"Contributors' Bios","year":2018,"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":[],"category_scores_codex":[0.00577262,0.001121378,0.001528111,0.002833818,0.001283722,0.002443402,0.002380956,0.002204936,0.4325741],"category_scores_gemma":[0.1983441,0.0004266831,0.0009464212,0.001242051,0.0006832044,0.00128131,0.002413963,0.002297549,0.1061654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013052,"about_ca_system_score_gemma":0.005601363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005892708,"about_ca_topic_score_gemma":0.005946602,"domain_scores_codex":[0.9950819,0.0007145352,0.0006059719,0.0007752717,0.002527285,0.0002950552],"domain_scores_gemma":[0.8399836,0.01433896,0.00406437,0.008324497,0.1276517,0.005636836],"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":[0.00006241303,0.00001264826,0.0004171292,0.0003076416,0.00001138488,0.00006394157,0.00009018101,0.00001995934,0.00004238858,0.0003665366,0.9857944,0.01281128],"study_design_scores_gemma":[0.00009155041,0.00002754466,0.002719167,0.001319767,0.00003367011,0.0003324689,0.0004911619,0.0001647304,0.000322047,0.001399847,0.9930723,0.00002572861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003901805,0.004949334,0.003506666,0.1344717,0.6246851,0.006346997,0.1259093,0.002576096,0.09365308],"genre_scores_gemma":[0.08319975,0.006483501,0.009394363,0.09588224,0.1043047,0.0174877,0.06250405,0.002728442,0.6180153],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4325741,"threshold_uncertainty_score":0.8093642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691201623877517,"score_gpt":0.3357986345426292,"score_spread":0.298886618303854,"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."}}