{"id":"W4376863500","doi":"10.1080/10420150.2023.2186876","title":"Design and implementation of a versatile H-bridge power supply for experiments on the STOR-M Tokamak","year":2023,"lang":"en","type":"article","venue":"Radiation effects and defects in solids","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tokamak; Waveform; Electrical engineering; Insulated-gate bipolar transistor; Current (fluid); Bipolar junction transistor; Capacitor; Power (physics); Physics; Voltage; Transistor; Engineering; Plasma","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003787999,0.00008110666,0.0001047182,0.000106194,0.00007552424,0.00002972147,0.00004238682,0.00001848303,0.001097857],"category_scores_gemma":[0.00002106281,0.00006297555,0.00002395493,0.0001631617,0.00002600361,0.00002148803,0.00003036934,0.00004267023,0.000004012426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007561276,"about_ca_system_score_gemma":0.00002842503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001392111,"about_ca_topic_score_gemma":0.000004208177,"domain_scores_codex":[0.9993291,0.000104534,0.0001257613,0.0001459091,0.0001351267,0.0001595136],"domain_scores_gemma":[0.9988666,0.0009297535,0.00005073742,0.00009795191,0.00002053944,0.00003438226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000362054,0.0002753214,0.1226894,0.0003205035,0.0001528341,0.000003365476,0.01308416,0.000454842,0.06914903,0.05003003,0.05237603,0.6911024],"study_design_scores_gemma":[0.007046796,0.002166447,0.8538514,0.00008683822,0.00003588186,2.383895e-7,0.002830775,0.02241791,0.1018741,0.00149551,0.00787041,0.0003237319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956616,0.00004733419,0.001500582,0.000284437,0.00006510329,0.001516228,0.00001573596,0.00000992009,0.0008991158],"genre_scores_gemma":[0.9993237,0.00001136459,0.00007308695,0.00005486393,0.00002749007,0.0003827744,0.00002181049,0.00000748409,0.00009743576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.731162,"threshold_uncertainty_score":0.9998153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773770504987751,"score_gpt":0.3216284857569179,"score_spread":0.3038907807070405,"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."}}