{"id":"W1581697919","doi":"10.1109/mia.2003.1206912","title":"From DC to AC","year":2003,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Upgrade; Engineering; Kiln; Rotary kiln; Lime; Project commissioning; Automotive engineering; DC motor; Electrical engineering; Mechanical engineering; Manufacturing engineering; Control engineering; Computer science; Waste management; Materials science; Publishing; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001097498,0.0001552106,0.0001698427,0.00008586961,0.00007199473,0.00005449937,0.0001857554,0.0003446074,0.000539027],"category_scores_gemma":[0.00002181833,0.0001666521,0.00004048071,0.0004930033,0.00001404822,0.00008052801,0.000006673731,0.0003900296,0.004767645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008321471,"about_ca_system_score_gemma":0.00002997681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751577,"about_ca_topic_score_gemma":0.000008505973,"domain_scores_codex":[0.9990969,0.00002903446,0.0003033376,0.0002002219,0.0001428293,0.0002276181],"domain_scores_gemma":[0.9992645,0.00004235901,0.00003372895,0.0004320653,0.00005367632,0.0001736162],"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":[0.00001439413,0.0002087879,0.0007873211,0.00003780041,0.0002260216,0.000008146527,0.0004468909,0.0568699,0.3123857,0.01699489,0.5535607,0.05845946],"study_design_scores_gemma":[0.0004334537,0.00001009126,0.0004680753,0.00001517089,0.00001686457,0.00000525988,0.00007089171,0.001829008,0.01899945,0.0005459365,0.9773498,0.0002560037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3694742,0.0002396624,0.2283007,0.002614179,0.002860463,0.003592827,0.000365109,0.003254888,0.389298],"genre_scores_gemma":[0.9931088,0.000001534204,0.0008353749,0.0002421324,0.0009357109,0.0009273016,0.00002463026,0.0000374821,0.003887038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6236346,"threshold_uncertainty_score":0.9960073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535324524049727,"score_gpt":0.2376597078987808,"score_spread":0.2223064626582835,"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."}}