{"id":"W7064212657","doi":"","title":"Bay-O-Net Assembly: Essential for Overload Protection in High-Voltage Power Systems and Transformers – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transformer; Electric power system; Power-system protection; Current transformer; Ferroresonance in electricity networks; Power grid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273419,0.0005773875,0.0002217322,0.001170485,0.003486274,0.001998623,0.001269603,0.001059076,0.03125822],"category_scores_gemma":[0.001313129,0.0004048335,0.0002959526,0.0008992099,0.0008756521,0.0008004393,0.0006056934,0.001121183,0.009031544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146961,"about_ca_system_score_gemma":0.05432263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9124193,"about_ca_topic_score_gemma":0.9573215,"domain_scores_codex":[0.9981597,0.00004465544,0.00002576156,0.00008416767,0.001306876,0.0003787425],"domain_scores_gemma":[0.9961153,0.00008820833,0.00006315446,0.0001308922,0.00316076,0.0004416229],"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":[0.0003873003,0.0002892619,0.008683132,0.0001616772,0.00002311582,0.0002751208,0.0004287198,0.00333275,0.01849967,0.009162591,0.8585074,0.1002493],"study_design_scores_gemma":[0.00006035663,0.00007451144,0.0259545,0.00004697572,0.00002499882,0.000102802,0.0006194485,0.002210058,0.02174796,0.0009537227,0.9481614,0.00004328968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05659633,0.0009400253,0.02757616,0.007053175,0.001651212,0.0018721,0.02621983,0.00897461,0.8691165],"genre_scores_gemma":[0.1319454,0.0006405959,0.01502839,0.0007502203,0.0001079341,0.0001102164,0.01661423,0.000960477,0.8338426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08758068,"threshold_uncertainty_score":0.1761929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005497751129800558,"score_gpt":0.2335931114348347,"score_spread":0.2280953603050341,"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."}}