{"id":"W4232854709","doi":"10.21226/ewjus523","title":"From the Editor-in-Chief","year":2019,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Editor in chief; Computer science; Political science; Management; Economics","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":[0.001058716,0.0001456198,0.0003592627,0.00008413415,0.0002168087,0.0002181108,0.0004111138,0.00004738169,0.0005631266],"category_scores_gemma":[0.000488849,0.00008575427,0.0001282962,0.00004692687,0.0002198398,0.0004980172,0.00008726813,0.0006862523,0.0001317079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003888096,"about_ca_system_score_gemma":0.00005611943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288793,"about_ca_topic_score_gemma":0.0002325815,"domain_scores_codex":[0.9986509,0.00011186,0.0005061659,0.0001225455,0.0003679796,0.0002405485],"domain_scores_gemma":[0.9984512,0.0007222245,0.0003756234,0.0001419036,0.0002574946,0.00005155032],"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":[0.00004803604,0.00004596885,0.01659175,0.00002332014,0.0002848957,0.0000263413,0.7761133,0.00001890712,0.0000171813,0.004253511,0.1989278,0.003648982],"study_design_scores_gemma":[0.0004936704,0.00008074187,0.004785251,0.0003601237,0.00002746966,0.00001078137,0.1551082,0.000004613911,0.000001552099,0.001119372,0.8378937,0.0001145549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143513,0.01372422,0.000001064906,0.02101297,0.01642967,0.0001012502,0.00003231595,0.00002212185,0.03432507],"genre_scores_gemma":[0.9415812,0.0002248378,0.0000446073,0.0009754802,0.05517,0.000001485244,0.000001234883,0.00001550529,0.001985601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6389659,"threshold_uncertainty_score":0.6165842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251719851803799,"score_gpt":0.2673236612191199,"score_spread":0.2248064627010819,"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."}}