{"id":"W7117326158","doi":"10.1007/978-3-031-27353-7_40","title":"Factory Testing of HVDC Equipment and Sub-systems","year":2025,"lang":"en","type":"book-chapter","venue":"CIGRE green books","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Factory (object-oriented programming); Redundancy (engineering); Process (computing); Quality (philosophy); Control system; System testing; Process control; Quality control","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":[0.0001433305,0.0003287097,0.0004944025,0.0001958437,0.00005235761,0.00002790561,0.0001094711,0.0003933916,0.00001546699],"category_scores_gemma":[0.000008852818,0.000338864,0.00008247181,0.00001901419,0.00004722259,0.00004426084,0.00004843585,0.0003295713,0.0000156371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100315,"about_ca_system_score_gemma":0.00003304547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002453332,"about_ca_topic_score_gemma":0.00004258708,"domain_scores_codex":[0.9988433,0.00001012742,0.0004915556,0.0002605744,0.0002009426,0.0001934841],"domain_scores_gemma":[0.9993237,0.00006621263,0.0001490706,0.000302408,0.00008469926,0.00007393303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005073066,0.00003019009,0.0009986002,0.02511237,0.00188019,0.0001437352,0.001698007,0.001514201,0.01691253,0.03479716,0.01199162,0.9048707],"study_design_scores_gemma":[0.0008100594,0.0003037693,0.0006318731,0.008355974,0.0002649818,0.00006761146,0.00007272357,0.01141015,0.001923927,0.001420818,0.9731335,0.001604618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002911329,0.0112259,0.002342555,0.000004409574,0.001396441,0.001011316,0.0001257392,0.0004238471,0.9805585],"genre_scores_gemma":[0.2573945,0.0003162056,0.0001975965,0.0000155414,0.0008186923,0.00008753497,0.00003158434,0.000190145,0.7409482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9611419,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633842563422276,"score_gpt":0.2007941782361509,"score_spread":0.1744557526019282,"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."}}