{"id":"W7019211112","doi":"","title":"Feature Story: U of R's Dean of Engineering and Applied Science receives prestigious APEGS award","year":2019,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Feature (linguistics); Quality (philosophy); Engineering education; Feature engineering; Science and engineering; Professional association","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002257435,0.0007143949,0.0005229092,0.0006172254,0.006046401,0.007349622,0.001750821,0.008918824,0.22949],"category_scores_gemma":[0.007945312,0.0003807342,0.0005847472,0.0007064423,0.001362006,0.002971516,0.003638648,0.008112283,0.1410195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003156836,"about_ca_system_score_gemma":0.009298888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03191422,"about_ca_topic_score_gemma":0.08869492,"domain_scores_codex":[0.9979627,0.0002137252,0.00006693202,0.0002267661,0.001021458,0.000508376],"domain_scores_gemma":[0.9952565,0.0003674599,0.00009217336,0.0001878992,0.001750031,0.002345899],"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":[0.000003553107,0.00000504632,0.0000414147,0.000004525913,3.377955e-7,0.00001783223,0.00001417735,0.00000427022,0.00001349205,0.0003910305,0.9970903,0.002414026],"study_design_scores_gemma":[0.000003769128,0.000006695122,0.0001861533,0.00001437798,7.463319e-7,0.00003464122,0.0001683347,0.00001585028,0.00004580136,0.0001624377,0.9993554,0.000005815481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001436756,0.002174518,0.000641342,0.5322501,0.1488855,0.0001508684,0.001636767,0.001173276,0.3116507],"genre_scores_gemma":[0.003600269,0.0009126411,0.0001972949,0.08666723,0.004771763,0.00004161111,0.0003838107,0.0002214993,0.9032038],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.22949,"threshold_uncertainty_score":0.7677205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005949877188042112,"score_gpt":0.1810832597689207,"score_spread":0.1751333825808786,"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."}}