{"id":"W4220920000","doi":"10.21226/ewjus702","title":"Contributors' Bios","year":2022,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002170157,0.0001549391,0.0004870231,0.0001836882,0.002113852,0.00005961395,0.0003600294,0.00002812648,0.0004446352],"category_scores_gemma":[0.001407161,0.0001310627,0.0002276484,0.0004111304,0.0004955929,0.0002539276,0.0002371057,0.0003206258,0.00003327311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808627,"about_ca_system_score_gemma":0.0002907901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007441932,"about_ca_topic_score_gemma":0.0003058249,"domain_scores_codex":[0.9975342,0.000481455,0.0005106269,0.0001308361,0.0008893962,0.0004535073],"domain_scores_gemma":[0.9983774,0.0003580341,0.0004955482,0.0001185401,0.0004623711,0.0001881257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572536,0.0002466542,0.02865113,0.00001729097,0.0009621064,0.0002434598,0.9334815,0.00003679962,0.00004572329,0.002763996,0.02102814,0.01236602],"study_design_scores_gemma":[0.0008436352,0.0004745818,0.01169745,0.00003141043,0.00007456613,0.00004740939,0.3434169,3.593942e-7,0.000006867004,0.0005785706,0.6426573,0.0001709737],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155524,0.0294082,0.0000147534,0.02784505,0.003293327,0.0002383723,0.00005377842,0.00005243175,0.02354173],"genre_scores_gemma":[0.995719,0.0009178157,0.00009739895,0.0009173282,0.001053013,0.000008511832,5.476646e-7,0.00001151842,0.001274914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216291,"threshold_uncertainty_score":0.9991853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289356429984145,"score_gpt":0.3774534298635317,"score_spread":0.2945598655636902,"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."}}