{"id":"W4406652363","doi":"10.1016/b978-0-7506-0132-0.50024-8","title":"10.1016/b978-0-7506-0132-0.50024-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Electronic circuit; Power (physics); Control (management); Computer science; Electrical engineering; Engineering; Physics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00005940241,0.000391358,0.0004006217,0.000351416,0.0000667912,0.00002625661,0.0002902286,0.0006575549,0.9910822],"category_scores_gemma":[0.000008229674,0.0004416833,0.0001238567,0.00005325428,0.00005478941,0.00005410826,0.00004428338,0.0006238415,0.9952166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251413,"about_ca_system_score_gemma":0.00001881353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204941,"about_ca_topic_score_gemma":2.871527e-7,"domain_scores_codex":[0.998837,0.000006128183,0.000324111,0.0003212289,0.0001678036,0.0003437285],"domain_scores_gemma":[0.999253,0.00002032619,0.00003413648,0.0005422705,0.00004015869,0.000110085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006408638,0.000004337929,1.930277e-9,0.00002585084,0.00006383507,0.000009623665,0.000008612301,0.0004089083,0.00002568196,0.0001102056,0.2077941,0.7915425],"study_design_scores_gemma":[0.00009357594,0.00009218552,8.648613e-8,0.00009733223,0.00003537477,0.00004241751,2.71018e-7,0.001469431,0.00008631944,0.0003121606,0.9973018,0.0004690366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001344573,0.0002313566,0.000008673479,0.00006675006,0.00002049883,0.0001943096,0.00004562675,0.001830374,0.9976011],"genre_scores_gemma":[0.000006442419,7.525075e-7,0.0001257906,0.00002744212,0.0004345994,0.00002279952,0.0000602914,0.0001736528,0.9991482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7910734,"threshold_uncertainty_score":0.9998035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007562725963028519,"score_gpt":0.1535453409803014,"score_spread":0.1459826150172729,"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."}}