{"id":"W2175308984","doi":"10.1115/omae2006-92077","title":"A Dynamic Model for Ice-Induced Vibration of Structures","year":2006,"lang":"en","type":"article","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Vibration; Randomness; Vortex-induced vibration; Mechanics; Vortex; Geology; Physics; Materials science; Structural engineering; Acoustics; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002537087,0.0007623411,0.0008071986,0.0005367394,0.0005289203,0.00079883,0.001725501,0.001654452,0.004392797],"category_scores_gemma":[0.0005457233,0.0003824616,0.0007009984,0.0004111714,0.0007258512,0.001246446,0.000786382,0.001041173,0.0009026681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006393151,"about_ca_system_score_gemma":0.0006050161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005220522,"about_ca_topic_score_gemma":0.002696849,"domain_scores_codex":[0.9998463,0.00002569897,0.000007126139,0.00004617978,0.00004686725,0.00002779169],"domain_scores_gemma":[0.9998527,0.00004549769,0.00003530754,0.0000125964,0.00003372017,0.00002016504],"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":[0.0000132546,0.00002135267,0.0003062828,0.00005131324,0.00001759209,0.0001390832,0.00006486478,0.9459758,0.003768563,0.04518788,0.0007582149,0.003695727],"study_design_scores_gemma":[0.000004393327,0.00001082792,0.00009806755,0.000002823768,0.000002995169,0.00002532427,0.000005721558,0.9947616,0.00008686142,0.00419049,0.0008056223,0.000005296969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03684146,0.0006326807,0.9338062,0.0005417836,0.0001706781,0.00009539052,0.0004942329,0.0003004424,0.02711715],"genre_scores_gemma":[0.9194069,0.001168789,0.03610971,0.0002171912,0.0001983388,0.0006532428,0.0004825278,0.0001448808,0.04161832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005220522,"threshold_uncertainty_score":0.01469541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091468262563147,"score_gpt":0.2250035812079173,"score_spread":0.2140888985822859,"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."}}