{"id":"W2152688756","doi":"10.1115/1.2217753","title":"Viscous Wave Interaction Due to Motion of a Surface Wave Over a Sediment Bed","year":2006,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Instability; Mechanics; Surface wave; Flume; Wave flume; Free surface; Viscosity; Materials science; Breaking wave; Physics; Flow (mathematics); Wave propagation; Optics; Thermodynamics","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":[0.0002493242,0.0001007232,0.0002021047,0.0001099508,0.00003096852,0.00003148147,0.00003381564,0.00004021082,0.00003532286],"category_scores_gemma":[0.00002232032,0.000079491,0.00006653045,0.0001086358,0.000003680554,0.0001227105,0.000009532358,0.0001460514,7.4434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001357446,"about_ca_system_score_gemma":0.00001167849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524182,"about_ca_topic_score_gemma":0.00002174332,"domain_scores_codex":[0.9992309,0.00001283835,0.000317451,0.00008875027,0.0002056598,0.0001444332],"domain_scores_gemma":[0.9995843,0.00004891576,0.000152989,0.00005780025,0.0000687948,0.000087247],"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":[0.0001399899,0.00006752099,0.0007889646,0.0002336895,0.0001279491,0.0003727176,0.0008213018,0.9313124,0.03239641,0.0006759372,0.0001039616,0.0329591],"study_design_scores_gemma":[0.0002695909,0.0003129918,0.01006844,0.0002662129,0.0000402558,0.0008233231,0.0002092529,0.9825785,0.004600356,0.0004990168,0.0002069866,0.0001250577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784853,0.0002415761,0.02039269,0.0001375717,0.0006213399,0.00006394376,0.000004475132,0.00000531261,0.00004772718],"genre_scores_gemma":[0.9894607,0.00003284426,0.01028893,0.0000182446,0.0001789596,2.926845e-9,0.000003080043,0.000005180116,0.00001204331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05126606,"threshold_uncertainty_score":0.3241549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857026749351533,"score_gpt":0.1886886504796348,"score_spread":0.1801183829861195,"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."}}