{"id":"W3051905016","doi":"","title":"Characterization of HVDC contactors in depressurized environment","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Contactor; Electrical engineering; Materials science; Engineering; Physics; Thermodynamics; Power (physics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001753924,0.0002375955,0.0004050261,0.0001966354,0.00003809093,0.00006977891,0.0003966619,0.000317793,0.00009402516],"category_scores_gemma":[0.0001174479,0.0002701091,0.0001136026,0.0001389839,0.00004266773,0.0001035758,0.00027417,0.0004202188,0.00003182963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457918,"about_ca_system_score_gemma":0.00004429639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007287705,"about_ca_topic_score_gemma":0.0002472827,"domain_scores_codex":[0.9973425,0.00127409,0.0005753653,0.0003625907,0.0002464225,0.000199052],"domain_scores_gemma":[0.9981693,0.0002045838,0.0002899338,0.001062775,0.0002123583,0.00006103392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002892915,0.0004662743,0.0151684,0.001837243,0.0002001573,0.000003785057,0.01309533,0.02117902,0.9160278,0.003623004,0.00006056982,0.02830943],"study_design_scores_gemma":[0.001658375,7.859644e-7,0.07334455,0.004584157,0.00005678306,0.000004873186,0.00008972695,0.292991,0.609614,0.0004188556,0.01630992,0.0009269995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7820301,0.0004419197,0.2097954,0.0002130179,0.00038677,0.0008320351,0.00007572827,0.0001619264,0.006063137],"genre_scores_gemma":[0.9954481,0.0006137876,0.002093933,0.000004080966,0.00001519265,0.0001016182,0.0003991088,0.00004774159,0.001276416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3064139,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00813660613992653,"score_gpt":0.1851604512961224,"score_spread":0.1770238451561959,"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."}}