{"id":"W4230349815","doi":"10.21226/t2p35g","title":"Contributors' bios","year":2017,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","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":[0.004538005,0.0008323277,0.001212744,0.003518186,0.001978923,0.002576177,0.002358523,0.001759435,0.4072506],"category_scores_gemma":[0.1059473,0.0004200463,0.0008684525,0.00137385,0.0005887586,0.001293857,0.003307691,0.002211246,0.1013815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002739675,"about_ca_system_score_gemma":0.00462481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007239505,"about_ca_topic_score_gemma":0.006624169,"domain_scores_codex":[0.9956861,0.0007568399,0.0003333452,0.0004678164,0.002461681,0.0002943341],"domain_scores_gemma":[0.8860493,0.01099515,0.003861435,0.006223359,0.0884844,0.004386324],"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":[0.00002413032,0.000005135069,0.0001575352,0.000117884,0.000004785306,0.00002428844,0.00004542602,0.00000996066,0.00002174695,0.0002683129,0.9909654,0.008355267],"study_design_scores_gemma":[0.00003188962,0.000008766743,0.001619435,0.0003860328,0.00001463504,0.00008687731,0.0002016517,0.00005075276,0.0001436523,0.0006797622,0.996768,0.000008598516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003039559,0.005051769,0.002198364,0.140644,0.5979642,0.002633373,0.09744909,0.003238145,0.1477815],"genre_scores_gemma":[0.04368394,0.003753409,0.004322566,0.0563426,0.08769707,0.005893573,0.03832458,0.002263622,0.7577187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4072506,"threshold_uncertainty_score":0.8454851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0722167412236944,"score_gpt":0.3282125084330234,"score_spread":0.255995767209329,"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."}}