{"id":"W7161952478","doi":"10.82308/8803","title":"Modelling the dynamic response of overhead line conductors subjected to shock-induced ice shedding","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Motion study; Transient flow; Numerical modeling; Numerical models","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002977804,0.0003156282,0.0004261648,0.0005532284,0.00007713063,0.00003303086,0.0002868047,0.0002832296,0.000413845],"category_scores_gemma":[0.00007820275,0.0002496061,0.0001867534,0.0007592063,0.00001001036,0.0001064708,0.00001536351,0.0003122578,0.00004300577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009376716,"about_ca_system_score_gemma":0.00007487949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004192986,"about_ca_topic_score_gemma":0.001140406,"domain_scores_codex":[0.9986017,0.00007705495,0.0005614384,0.000267514,0.0002590321,0.0002332585],"domain_scores_gemma":[0.999032,0.0001530664,0.0001136599,0.0004392075,0.0001728261,0.00008925204],"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":[0.0003499218,0.00001826636,0.000006259857,0.00009796438,0.0002506998,0.000001743894,0.003129035,0.9073499,0.08793967,0.0003577337,0.0000754359,0.000423387],"study_design_scores_gemma":[0.000128389,0.00003720304,0.0001301034,0.0000838152,0.0001430522,7.944053e-7,0.002062801,0.976429,0.02060448,0.00005012777,0.00003848249,0.0002917387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888605,0.00007533079,0.104501,0.00001700261,0.0004376192,0.0002583434,0.00001924851,0.0002350077,0.005851455],"genre_scores_gemma":[0.9865078,0.00004003315,0.001259391,0.00003058212,0.00002755794,0.00002232243,0.0003688812,0.0000822374,0.01166116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032416,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987079260794806,"score_gpt":0.2571661811341778,"score_spread":0.2372953885262297,"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."}}