{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008206948,0.0001828366,0.0003587627,0.00003197388,0.0008138413,0.00007068449,0.0006112878,0.00007581704,0.0004597967],"category_scores_gemma":[0.000635393,0.0001401245,0.0001624049,0.00003823622,0.001300093,0.0005312823,0.0004513912,0.0003690177,0.0005363027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366694,"about_ca_system_score_gemma":0.00001090566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000164872,"about_ca_topic_score_gemma":0.00003418887,"domain_scores_codex":[0.9985852,0.00006188218,0.0004107264,0.0001697675,0.0004917217,0.0002807552],"domain_scores_gemma":[0.9986526,0.00009193845,0.0006859199,0.0003743515,0.00002723224,0.0001679727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005974488,0.001178421,0.815581,0.0001189633,0.001977322,0.001686536,0.08995474,0.0006778303,0.01264869,0.001911574,0.0174097,0.05625777],"study_design_scores_gemma":[0.00256282,0.0008535758,0.8121854,0.0002586404,0.0001730708,0.0003361322,0.002920189,0.00001260586,0.00126412,0.008784289,0.1700549,0.0005942733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540357,0.001748496,0.00002665066,0.0176762,0.001275953,0.0001295703,0.00001701377,0.00001496874,0.02507542],"genre_scores_gemma":[0.9974566,0.0005931439,0.0005541201,0.0005239673,0.0004853545,0.000001797091,3.535642e-7,0.00001378327,0.0003709133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526452,"threshold_uncertainty_score":0.6893265,"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."}}