{"id":"W4242172404","doi":"10.1109/mie.2021.3054440","title":"2021 IEEE Industrial Electronics Society Technical Committee Chairs [Society News]","year":2021,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Electronics; Engineering; Telecommunications; Engineering management; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001511106,0.0008554228,0.001062897,0.0001099014,0.0005339784,0.0008922994,0.002806277,0.001735515,0.0002292009],"category_scores_gemma":[0.0002883213,0.000891655,0.001344597,0.002093297,0.0002270048,0.00090847,0.0007008907,0.005394585,0.0002748542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483451,"about_ca_system_score_gemma":0.004798892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006715699,"about_ca_topic_score_gemma":0.0002591579,"domain_scores_codex":[0.9928731,0.0003245978,0.001254307,0.001683383,0.00137242,0.002492215],"domain_scores_gemma":[0.9962803,0.0003553647,0.0005825611,0.001792955,0.0005237123,0.0004651553],"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":[0.0001118175,0.0006209608,0.00008785851,0.00001614577,0.0004822617,0.0001024319,0.0002660152,0.0005394786,0.05315449,0.02106482,0.8646825,0.05887121],"study_design_scores_gemma":[0.006742153,0.001276972,0.00001381053,0.0001415913,0.0001583853,0.0003344537,0.00006384496,0.01856138,0.09547024,0.004272921,0.8713926,0.001571625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2427029,0.01725024,0.4318978,0.1959991,0.05665807,0.007005203,0.000332902,0.005524456,0.04262927],"genre_scores_gemma":[0.8159949,0.01035399,0.04997349,0.02089923,0.04596904,0.0004786415,0.0005310245,0.0008095063,0.05499018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.573292,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028614371523978,"score_gpt":0.2510552388115121,"score_spread":0.2224408672875341,"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."}}