{"id":"W7096907832","doi":"","title":"DA F NE MAGNET POWER SUPPLY SYSTEM","year":2015,"lang":"en","type":"article","venue":"","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Magnet; Storage ring; Switched-mode power supply; Particle accelerator; Control system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006218605,0.00005411037,0.00006417793,0.00001499094,0.00001369602,0.00004019542,0.00006212285,0.00002663337,0.0004484122],"category_scores_gemma":[0.000003731071,0.00004633263,0.00001116501,0.00004694387,0.000006348373,0.00005919554,0.00001149527,0.00002320249,0.0006876018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002395606,"about_ca_system_score_gemma":0.000005252605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005068986,"about_ca_topic_score_gemma":0.000002265592,"domain_scores_codex":[0.9997035,0.000004422385,0.0000855336,0.00006218571,0.00004909039,0.00009529557],"domain_scores_gemma":[0.9997626,0.000006335703,0.000003662912,0.0001469658,0.00001844329,0.00006200226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005682717,0.00004539469,0.001093625,0.0001895701,0.00005209601,0.00001169013,0.001300824,0.004987337,0.4690879,0.1148929,0.4066441,0.001688779],"study_design_scores_gemma":[0.001779654,0.0001338918,0.002668891,0.0000847158,0.00005351932,0.000208392,0.01746619,0.01722613,0.2181452,0.0008265679,0.7401112,0.001295604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912797,0.00006340006,0.0006259736,0.00008149573,0.0004973977,0.00007072525,0.000008011755,0.0006707747,0.1067026],"genre_scores_gemma":[0.9978206,0.000001077731,0.001554688,0.00001888764,0.00008433474,0.00002013105,0.000006959977,0.00001513358,0.0004782563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3334671,"threshold_uncertainty_score":0.8837959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582989714786416,"score_gpt":0.2149985681472533,"score_spread":0.1891686709993891,"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."}}