{"id":"W2036436132","doi":"10.1029/2005jc003300","title":"Vertical distribution of wave shear stress in variable water depth: Theory and field observations","year":2006,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Dissipation; Mechanics; Seabed; Shear stress; Wave shoaling; Breaking wave; Geology; Wave height; Surf zone; Surface wave; Shear (geology); Orbital speed; Geotechnical engineering; Wave propagation; Physics; Longitudinal wave; Mechanical wave; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007466043,0.00006330942,0.0001645398,0.00001386777,0.00006366449,0.00003736733,0.0001125751,0.00004822821,0.0002390471],"category_scores_gemma":[0.0003532374,0.00003975046,0.00004408282,0.0002005655,0.00013603,0.0002018548,0.00004796793,0.0003493076,0.000004675178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008280569,"about_ca_system_score_gemma":0.0000640604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009405961,"about_ca_topic_score_gemma":0.003984508,"domain_scores_codex":[0.9987439,0.0001998097,0.0002737408,0.00009218305,0.0004104992,0.0002798953],"domain_scores_gemma":[0.9985206,0.001091676,0.00002853563,0.00007769847,0.0001907275,0.00009083471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001740666,0.0005413459,0.8837993,0.0001237282,0.00004679539,0.000131219,0.0001414329,0.003613506,0.003846216,0.04113969,0.001143127,0.06373301],"study_design_scores_gemma":[0.0002930042,0.0005312249,0.9113243,0.00004822516,0.000007120527,0.000007380223,0.0001200039,0.01167176,0.001610196,0.0738448,0.0004856747,0.00005631605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975761,0.00008970681,0.0007635268,0.0002798735,0.00004253259,0.00005687992,0.00002575036,0.000002176315,0.001163526],"genre_scores_gemma":[0.9991572,0.00003174877,0.0003963354,0.00001201133,0.0001136438,3.249197e-7,0.00004127113,0.000001813322,0.0002455946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06367669,"threshold_uncertainty_score":0.9971905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227862082263278,"score_gpt":0.260459498342357,"score_spread":0.2376732901160292,"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."}}