{"id":"W4242164996","doi":"10.1109/ccece20064.2012","title":"2012 25th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","year":2012,"lang":"en","type":"paratext","venue":"","topic":"Power Systems and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Electrical engineering; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005494728,0.0003720415,0.0004050423,0.0003744142,0.00003565307,0.00008377584,0.0002177407,0.0005982388,0.0009636954],"category_scores_gemma":[0.000003002352,0.0003353257,0.00004363448,0.0001219276,0.0000186652,0.00009198557,0.00002440399,0.000600243,0.003466614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762037,"about_ca_system_score_gemma":0.00005314284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006540672,"about_ca_topic_score_gemma":0.004958178,"domain_scores_codex":[0.9988003,0.000006937434,0.0002013228,0.0002266078,0.0001089819,0.0006558223],"domain_scores_gemma":[0.9993777,0.0000256979,0.00002189153,0.0002800422,0.00002283164,0.0002718312],"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":[6.997311e-7,0.000005039459,0.000009463004,0.000129527,0.00008668745,0.000008086975,0.00002838811,0.001159687,0.00004914418,0.004013095,0.9906531,0.003857079],"study_design_scores_gemma":[0.0001270935,0.0000553082,0.0002197807,0.0001508849,0.00001580514,0.00003292852,0.000004113824,0.1247451,0.0004154638,0.000003743384,0.8735369,0.0006928327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003717081,0.02070014,0.08318926,0.0001511024,0.02292092,0.0009713788,0.0002658607,0.002369622,0.8657146],"genre_scores_gemma":[0.9513347,0.0008432643,0.0009647722,0.00007575806,0.001077288,0.00004448312,0.00005503896,0.0001312433,0.04547346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9476176,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480774239932292,"score_gpt":0.1980029804583614,"score_spread":0.1831952380590385,"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."}}