{"id":"W1434465397","doi":"10.3233/jae-2000-204","title":"Studies of various topologies of passive magnetic current limiter","year":2000,"lang":"en","type":"article","venue":"International Journal of Applied Electromagnetics and Mechanics","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Limiter; Network topology; Current (fluid); Topology (electrical circuits); Materials science; Computer science; Electronic engineering; Electrical engineering; Engineering; Computer network","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":[],"consensus_categories":[],"category_scores_codex":[0.0001024934,0.0001235217,0.0002790998,0.0001480504,0.00001009994,0.00001063231,0.0002345971,0.00006541943,0.0001621047],"category_scores_gemma":[0.00002445103,0.0001109909,0.00006098034,0.00006451217,0.00004916681,0.00002931749,0.00003141304,0.0001883528,5.38192e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002533081,"about_ca_system_score_gemma":0.00002000975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000224797,"about_ca_topic_score_gemma":0.000003161477,"domain_scores_codex":[0.9990026,0.000009523291,0.0005049634,0.00007684332,0.0002772638,0.0001287721],"domain_scores_gemma":[0.9993529,0.00008827175,0.0001501632,0.00009309392,0.0002797005,0.00003592351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001995381,0.000124943,0.000007512921,0.0001529938,0.0002953238,0.00001854138,0.001382124,0.0007609812,0.3193376,0.03666403,0.001415814,0.6396406],"study_design_scores_gemma":[0.001845037,0.005411624,0.0002682171,0.0003005599,0.000295678,0.0002619762,0.000529306,0.009437703,0.8079078,0.1572909,0.01592603,0.0005251371],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850942,0.01051173,0.001157049,0.0001733872,0.0004324389,0.0001303626,0.000009229075,0.00003241172,0.002459216],"genre_scores_gemma":[0.972151,0.02170898,0.005991309,0.00002619463,0.00007351946,0.000003393757,9.348186e-7,0.00001294226,0.00003169333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6391155,"threshold_uncertainty_score":0.4526078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00901467604007168,"score_gpt":0.2483860675502023,"score_spread":0.2393713915101306,"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."}}