{"id":"W4409787799","doi":"10.61091/jcmcc127a-506","title":"Simulation analysis of external characteristics of medium voltage flexible interconnection system and research on protection control strategy","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interconnection; Computer science; Control (management); Reliability engineering; Engineering; Telecommunications; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657469,0.0001487639,0.0008862611,0.0007675326,0.0001032335,0.00007287852,0.0001439523,0.0001439645,0.000003003594],"category_scores_gemma":[0.0003679955,0.0001315285,0.0001598304,0.0008356183,0.00005040473,0.00008608589,0.00004752154,0.0003708712,1.234127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008392301,"about_ca_system_score_gemma":0.00003222966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000242095,"about_ca_topic_score_gemma":4.287139e-7,"domain_scores_codex":[0.9979504,0.0001204136,0.001134166,0.0001252402,0.0005112105,0.0001585195],"domain_scores_gemma":[0.9974566,0.0009933574,0.0005881207,0.0001470153,0.0007416871,0.00007320818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005079973,0.0005142174,0.0006212926,0.002628841,0.002549222,0.00001030482,0.0006327851,0.09527326,0.03099374,0.8568757,0.000005799513,0.009386879],"study_design_scores_gemma":[0.001916941,0.0007231132,0.0008307609,0.001141944,0.0009416401,0.000002683989,0.0004819411,0.9540929,0.006923128,0.03281539,0.000007228623,0.0001222926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7975878,0.0001458802,0.1996518,0.000006829205,0.002200509,0.0001914442,0.000005369879,0.0000192784,0.0001911291],"genre_scores_gemma":[0.9996256,0.00002508743,0.0001204648,0.000001100861,0.0002119612,0.000001942603,9.332632e-7,0.0000111128,0.000001754287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8588197,"threshold_uncertainty_score":0.5363578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919869505972797,"score_gpt":0.3026596627857306,"score_spread":0.2734609677260026,"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."}}