{"id":"W4400020377","doi":"10.1007/978-3-031-62871-9_22","title":"Instant High Starting Current Protection System for Induction Motor Based Reducing the Starting Speed","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Advanced Technologies and Applied Computing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Instant; Current (fluid); Automotive engineering; Computer science; Engineering; Electrical engineering; Chemistry; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478837,0.000435304,0.0005805372,0.0004526579,0.0005118659,0.0006450136,0.001154121,0.0005718727,0.0108897],"category_scores_gemma":[0.0001948076,0.0001867163,0.000295888,0.0002450454,0.0001821669,0.0003913086,0.0002540798,0.0005534163,0.001702823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296249,"about_ca_system_score_gemma":0.0002757993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000533482,"about_ca_topic_score_gemma":0.0008113343,"domain_scores_codex":[0.999806,0.00002222603,0.00001399303,0.00005366385,0.00007706547,0.00002711617],"domain_scores_gemma":[0.9998036,0.00003834881,0.00003498318,0.00003835122,0.00006689382,0.00001777266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00199681,0.0003336728,0.001641684,0.001123481,0.00008851487,0.000749013,0.0004533792,0.007819584,0.5165436,0.005979018,0.01492535,0.4483459],"study_design_scores_gemma":[0.000993612,0.00620792,0.02933438,0.0006184865,0.0008724212,0.005671069,0.0003405173,0.3035821,0.5155813,0.009754957,0.1268841,0.0001592353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2452699,0.004189093,0.6714545,0.000686735,0.001027199,0.0003546277,0.0006424963,0.01571186,0.0606636],"genre_scores_gemma":[0.9701157,0.0004779974,0.01386694,0.0001327323,0.0001607722,0.0000497729,0.0002385898,0.00009685846,0.01486065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0108897,"threshold_uncertainty_score":0.0364297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754358347504252,"score_gpt":0.2365564141379471,"score_spread":0.2090128306629046,"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."}}