{"id":"W2161971544","doi":"10.5194/esurf-2-443-2014","title":"Sediment dynamics on a steep, megatidal, mixed sand–gravel–cobble beach","year":2014,"lang":"en","type":"article","venue":"Earth Surface Dynamics","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swash; Cobble; Geology; Intertidal zone; Beach morphodynamics; Geomorphology; Beach ridge; Shore; Imbrication; Bay; Accretion (finance); Sediment transport; Sediment; Oceanography; Seismology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006586862,0.0004743528,0.0004736398,0.000124589,0.0003568759,0.0001814006,0.0004813586,0.000198225,0.0007120222],"category_scores_gemma":[0.00008712741,0.0004259633,0.0001805127,0.0004312228,0.0001503928,0.0002156614,0.00008821426,0.0004971804,0.000582995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004472494,"about_ca_system_score_gemma":0.00009276884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002903573,"about_ca_topic_score_gemma":0.05402942,"domain_scores_codex":[0.9971153,0.0001877162,0.0004858989,0.0006797124,0.0006937849,0.0008376434],"domain_scores_gemma":[0.998312,0.0003488478,0.0001921205,0.0006647926,0.00009801969,0.0003842525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003565262,0.0002698797,0.3305141,0.0001502934,0.0001508024,0.00004185265,0.0003116943,0.2788923,0.00003794582,0.01786081,0.001189081,0.3702248],"study_design_scores_gemma":[0.0006695926,0.0005162129,0.087249,0.00003568704,0.00003015848,0.00001456723,0.0001664429,0.9022648,0.00002856951,0.001414621,0.007084865,0.0005254767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267451,0.00006733581,0.00975232,0.0008033983,0.001530822,0.0004762872,0.0007797616,0.0002533711,0.05959164],"genre_scores_gemma":[0.9829586,0.00004562569,0.004481214,0.0004364061,0.0001204598,0.000001940935,0.003108697,0.00002691457,0.008820144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6233725,"threshold_uncertainty_score":0.9998192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006716970861347042,"score_gpt":0.1884167260094797,"score_spread":0.1816997551481327,"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."}}