{"id":"W2007633969","doi":"10.1029/2004jc002569","title":"Wave‐current bedform scales, orientation, and migration on Sable Island Bank","year":2005,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"","keywords":"Bedform; Geology; Current (fluid); Wavelength; Skewness; Amplitude; Ripple marks; Geomorphology; Sediment transport; Oceanography; Physics; Ripple; Optics; Sediment","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":[0.0005022881,0.0000958512,0.0001589814,0.00002731162,0.000179287,0.0001252581,0.000126505,0.00003313837,0.0005139765],"category_scores_gemma":[0.0001915369,0.00006505416,0.00006122914,0.000242489,0.0001287979,0.0003939773,0.00002879286,0.0004384165,0.00008937738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001755266,"about_ca_system_score_gemma":0.00009343468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239787,"about_ca_topic_score_gemma":0.01805557,"domain_scores_codex":[0.9984288,0.00008804099,0.0002585377,0.0001439443,0.0007775258,0.000303118],"domain_scores_gemma":[0.9989286,0.0003703198,0.00009204252,0.00009589389,0.0002788412,0.0002342801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003946972,0.0001404187,0.05219733,0.00002602591,0.00002000408,0.00001572222,0.0001666754,0.0007293321,0.00007464133,0.0007319968,0.007327639,0.9381755],"study_design_scores_gemma":[0.0008144067,0.001927193,0.8382719,0.00008254328,0.00001263277,0.00003535103,0.0002473714,0.04926902,0.0001677768,0.01120485,0.09780007,0.0001668971],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955409,0.0004538075,0.0001068896,0.001076931,0.0001270183,0.00009173749,0.00001946505,0.00000510492,0.002578191],"genre_scores_gemma":[0.9970035,0.0006331073,0.0006818155,0.00004003417,0.0006876617,4.498457e-7,0.00001943329,0.000003161744,0.0009308533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9380086,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276401633036274,"score_gpt":0.2884525446160685,"score_spread":0.2656885282857057,"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."}}