{"id":"W3186973207","doi":"10.1029/2021gl095082","title":"How Does Coastal Gravel Get Sorted Under Stormy Longshore Transport?","year":2021,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Israel Science Foundation; United States - Israel Binational Science Foundation; United States-Israel Binational Science Foundation; National Science Foundation","keywords":"Geology; Storm; Longshore drift; Sorting; Shore; Underwater; Sediment transport; Bathymetry; Oceanography; Geomorphology; Sediment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000892881,0.00009941905,0.0001687882,0.000240227,0.0003361782,0.0008166136,0.0002853245,0.0003275359,0.001517495],"category_scores_gemma":[0.0005716303,0.0001212875,0.0001280647,0.0002198024,0.000624224,0.0006398915,0.0003314581,0.0001575561,0.0001810607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013875,"about_ca_system_score_gemma":0.0003085151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032189,"about_ca_topic_score_gemma":0.01317014,"domain_scores_codex":[0.9999516,0.000003578871,0.000002662019,0.00001730996,0.000007628002,0.00001720929],"domain_scores_gemma":[0.9998784,0.00001760586,0.00003998134,0.00001430588,0.0000203563,0.00002932446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004232612,0.0001665318,0.4196978,0.0001274854,0.0001216266,0.00148807,0.001271461,0.3185191,0.1619813,0.03875902,0.001931071,0.05551345],"study_design_scores_gemma":[0.00001526302,0.0001566519,0.2818108,0.00002112157,0.00002900877,0.0003487242,0.002164884,0.6895925,0.009720184,0.01484676,0.00125204,0.00004206466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949444,0.00002475667,0.003324787,0.0001053526,0.000004488362,0.000001833062,0.00003804665,0.00001789936,0.001538466],"genre_scores_gemma":[0.9993922,0.00001510244,0.0001895028,0.000007636308,0.000001328454,5.800122e-7,0.00001350001,0.000002510164,0.0003776289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032189,"threshold_uncertainty_score":0.02052361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524181194950865,"score_gpt":0.2553690871081761,"score_spread":0.2301272751586675,"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."}}