{"id":"W2062010018","doi":"10.1029/2008jf001126","title":"Occurrence and orientation of anorbital ripples in near‐shore sands","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Crest; Ripple; Perpendicular; Wavelength; Clockwise; Orientation (vector space); Geometry; Swell; Ripple marks; Geodesy; Vertical orientation; Seabed; Seismology; Optics; Physics; Rotation (mathematics); Mathematics; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007611068,0.0001043409,0.000152381,0.0009841988,0.0002654722,0.0003422713,0.0001351112,0.0001501678,0.0005720952],"category_scores_gemma":[0.0002628032,0.0001250837,0.0001240172,0.0006203508,0.0003082593,0.0001339697,0.000279022,0.000104045,0.0001248473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384389,"about_ca_system_score_gemma":0.00020732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123984,"about_ca_topic_score_gemma":0.02192639,"domain_scores_codex":[0.9999396,0.000004229722,0.000005976639,0.00001884032,0.00001489615,0.00001650285],"domain_scores_gemma":[0.999795,0.00002484588,0.00008140329,0.00001557543,0.00004126239,0.00004195729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004355736,0.00006023698,0.8930307,0.00006469472,0.00004858422,0.0004454133,0.0007804743,0.0009313431,0.08632024,0.00009972075,0.0001513275,0.01763178],"study_design_scores_gemma":[0.000002242457,0.0000284951,0.9982916,0.000002469336,0.000005878866,0.00005661936,0.0001563998,0.0004054262,0.0009308081,0.00001129237,0.0001047866,0.000003964819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994714,0.00001620191,0.00008282438,0.000002435858,0.000001018241,0.000001849844,0.00008372935,0.000008691637,0.0003318338],"genre_scores_gemma":[0.9995567,0.00001732611,0.0001527306,0.000001618436,0.000001073592,0.000001802281,0.0001379737,0.000002321635,0.0001283047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123984,"threshold_uncertainty_score":0.02234888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065542908973829,"score_gpt":0.2984035881882968,"score_spread":0.2777481590985585,"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."}}