{"id":"W2044685401","doi":"10.1115/omae2009-80104","title":"Transformation of Mono- and Multi-Chromatic Water Waves Propagating From a Quasi-Deepwater to a Shallow Water Region","year":2009,"lang":"en","type":"article","venue":"Volume 4: Ocean Engineering; Ocean Renewable Energy; Ocean Space Utilization, Parts A and B","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waves and shallow water; Ridge; Geology; Transformation (genetics); Dispersion (optics); Deep water; Computation; Shallow water equations; Finite difference method; Oceanography; Optics; Physics; Computer science; Mathematics; Mathematical analysis; Algorithm","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":[0.0001960275,0.0004011207,0.0004272807,0.0002657367,0.0001888372,0.0001552369,0.000158115,0.000130192,0.00007246081],"category_scores_gemma":[0.00003200445,0.0002822067,0.00007010342,0.0002141303,0.00005884844,0.000545072,0.00003964473,0.00009438178,0.000004534847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001263205,"about_ca_system_score_gemma":0.0000204496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002571835,"about_ca_topic_score_gemma":0.002261398,"domain_scores_codex":[0.998096,0.00004696595,0.0005330411,0.0004863027,0.0002742642,0.0005633963],"domain_scores_gemma":[0.9992231,0.00003414689,0.00008171563,0.0002554626,0.0001022084,0.0003034065],"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":[0.0002947238,0.0003101618,0.2864104,0.0007344758,0.0001507055,0.00005731996,0.01780538,0.6754512,0.002537521,0.0004552597,0.001619302,0.01417363],"study_design_scores_gemma":[0.0008816983,0.0004951489,0.0364817,0.0001966785,0.00007202672,0.0000384123,0.0005306756,0.9502046,0.006272008,0.0006190338,0.003573203,0.0006348174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554317,0.0001760077,0.04320438,0.0004325769,0.000122597,0.0002911561,0.00004976326,0.0001578115,0.0001340283],"genre_scores_gemma":[0.9950209,0.0001314569,0.002160727,0.0001152872,0.00008327523,6.381967e-7,0.0007320682,0.0000238641,0.001731805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747535,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008708292498336,"score_gpt":0.1788796052740253,"score_spread":0.168792522349042,"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."}}