{"id":"W1992617951","doi":"10.1115/omae2004-51389","title":"Simulation of Ice Accumulation on Transmission Line Cables Based on Time-Dependent Airflow and Water Droplet Trajectory Calculations","year":2004,"lang":"en","type":"article","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Airflow; Mechanics; Icing; Wind tunnel; Boundary value problem; Boundary layer; Trajectory; Context (archaeology); Ice crystals; Simulation; Meteorology; Computer science; Physics; Mathematics; Engineering; Mechanical engineering; Geology; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.00009844387,0.0001283198,0.0001365551,0.0001982276,0.0000617211,0.00001238801,0.00004470417,0.0001249876,0.00004065008],"category_scores_gemma":[0.00003010208,0.00009448922,0.00003383774,0.00008258037,0.00001945317,0.00006818005,0.000005316981,0.0001028507,0.00001687705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005820247,"about_ca_system_score_gemma":0.000007722089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005540403,"about_ca_topic_score_gemma":0.00001285209,"domain_scores_codex":[0.9993628,0.00001328842,0.0001902714,0.0001383693,0.0001610722,0.0001342609],"domain_scores_gemma":[0.999614,0.0001433272,0.00001675596,0.0001682846,0.00002977518,0.00002784974],"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":[0.00002543917,0.00003658031,0.00004507962,0.00003757821,0.000006298046,8.953923e-7,0.000138532,0.9736528,0.01815886,0.00004884212,0.000007737422,0.007841349],"study_design_scores_gemma":[0.0004575199,0.000104994,0.0004911699,0.00007055613,0.00001114523,2.070569e-7,0.00001058243,0.7044405,0.2941235,0.000157119,0.00004355867,0.000089129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.471907,0.00000704919,0.5266302,0.0001631711,0.00003711027,0.0001305335,0.000003868328,0.0005798477,0.0005411748],"genre_scores_gemma":[0.997438,0.000003865807,0.00237582,0.00003448448,0.00001702924,0.000003826104,0.00003168346,0.00002215364,0.00007317001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5255309,"threshold_uncertainty_score":0.3853158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804783722147603,"score_gpt":0.2481130911506464,"score_spread":0.2300652539291704,"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."}}