{"id":"W4242162746","doi":"10.21226/t2v304","title":"From the Editor-in-Chief","year":2016,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Editor in chief; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003115547,0.001423496,0.001716734,0.001936599,0.001151348,0.005739254,0.002072421,0.005015086,0.1411511],"category_scores_gemma":[0.02289928,0.0008260691,0.0008894616,0.001324106,0.0007038044,0.00415175,0.00133088,0.006381859,0.1502498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008024357,"about_ca_system_score_gemma":0.0019482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006960579,"about_ca_topic_score_gemma":0.002063105,"domain_scores_codex":[0.9981566,0.0001964271,0.0002997868,0.0002361254,0.0009825497,0.0001285569],"domain_scores_gemma":[0.9809125,0.003043249,0.001186717,0.0006153629,0.01119033,0.003051783],"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":[0.00001849709,0.000008103061,0.0000579694,0.00009310219,0.000002997161,0.00004392835,0.000004163916,0.00000777695,0.00004578799,0.00006320539,0.989069,0.01058542],"study_design_scores_gemma":[0.00001820811,0.00001646769,0.0003051226,0.0001314335,0.000008189679,0.0002590241,0.00002905117,0.00004091885,0.00009790332,0.0002044922,0.9988784,0.00001082592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001052394,0.004986118,0.0002472138,0.05161832,0.9343495,0.00003413888,0.0001907966,0.0002397435,0.008228907],"genre_scores_gemma":[0.001077003,0.008450161,0.0004579389,0.05716515,0.8425924,0.00005738051,0.0003441758,0.0002284923,0.08962726],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1411511,"threshold_uncertainty_score":0.4721973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04667956908051894,"score_gpt":0.2948009611534065,"score_spread":0.2481213920728875,"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."}}