{"id":"W7028631448","doi":"","title":"Feature Story: Engineering Professor receives top honour","year":2015,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Ceremony; Feature (linguistics); Field (mathematics); Energy (signal processing)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004401774,0.0001503301,0.0002991092,0.000175555,0.0001846096,0.00001307773,0.0004430056,0.0004584836,0.00006820219],"category_scores_gemma":[0.000162468,0.0001853232,0.00009553586,0.0002470244,0.000410329,0.0001050807,0.00006827046,0.0003540156,0.00009538422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421295,"about_ca_system_score_gemma":0.0002985255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007236836,"about_ca_topic_score_gemma":0.0009786709,"domain_scores_codex":[0.998912,0.000207936,0.000004343016,0.0002229923,0.0002969976,0.0003557014],"domain_scores_gemma":[0.9992447,0.0000600972,0.0001226406,0.0002413917,0.00007218961,0.0002590102],"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":[0.00000981083,0.000007215762,0.00001122604,0.00004915905,0.00003941762,0.0000194176,0.001405404,8.136568e-7,0.00000336645,0.06463555,0.9335314,0.0002872364],"study_design_scores_gemma":[0.0001506773,0.00002677316,0.000009455425,0.0002279703,0.00004565888,5.791849e-7,0.01326641,0.000002232022,0.000001465043,0.00007973113,0.9859869,0.000202172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001392924,0.000415524,0.0000818473,0.7035457,0.000404615,0.0001687971,0.000046635,0.0001774723,0.2950201],"genre_scores_gemma":[0.00004516817,0.0001573275,0.001237443,0.00002013062,0.000428998,1.882086e-7,0.000009966293,0.00006021838,0.9980406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7035256,"threshold_uncertainty_score":0.7557262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518147445459267,"score_gpt":0.2438999649812975,"score_spread":0.2287184905267048,"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."}}