{"id":"W4411203662","doi":"10.1007/s11071-025-11436-1","title":"Galloping control of transmission lines using nonlinear absorbers","year":2025,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec; Polytechnique Montréal; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Nonlinear system; Transmission (telecommunications); Electric power transmission; Control theory (sociology); Control (management); Structural engineering; Materials science; Physics; Engineering; Computer science; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001119931,0.0001692852,0.0003163436,0.0002360618,0.00005812967,0.00002070782,0.0001460279,0.00014116,0.00003654788],"category_scores_gemma":[0.00002182265,0.0001698722,0.0001591183,0.0004655576,0.00004410182,0.00009361796,0.00001370303,0.0001599325,0.000004325496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009724948,"about_ca_system_score_gemma":0.00006662025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002924138,"about_ca_topic_score_gemma":0.00006761364,"domain_scores_codex":[0.9990537,0.00002096706,0.000431436,0.0001576487,0.0001473467,0.0001889343],"domain_scores_gemma":[0.9995299,0.00004908981,0.00005317341,0.0002150895,0.0000976839,0.00005505206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002131863,0.00004172831,0.001736907,0.0002038544,0.0001727126,0.000002472118,0.00006718607,0.9788489,0.005155426,0.0005052786,0.0000199654,0.01322425],"study_design_scores_gemma":[0.0005544279,0.000009455406,0.000110338,0.0001027106,0.0001106268,0.00000132337,0.00007644882,0.997206,0.0006295247,0.00006392418,0.0009896916,0.0001455811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06990356,0.000230883,0.9273017,0.0001324935,0.0002103832,0.0001173725,0.00004893118,0.00017269,0.001881975],"genre_scores_gemma":[0.8729313,0.0002162134,0.1258471,0.0001717131,0.0001141203,0.000003655472,0.0001568536,0.00005292947,0.0005061363],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8030277,"threshold_uncertainty_score":0.6927186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006449780947574843,"score_gpt":0.2380462469057991,"score_spread":0.2315964659582243,"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."}}