{"id":"W1990704288","doi":"10.1002/esp.1599","title":"Field observations of nearshore bar formation","year":2007,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Submarine pipeline; Geology; Trough (economics); Shore; Surf zone; Sediment transport; Bar (unit); Current (fluid); Sediment; Beach morphodynamics; Oceanography; Flux (metallurgy); Energy flux; Geomorphology","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":[0.0002125725,0.0001279239,0.0001669228,0.0004693455,0.0004994472,0.0002623381,0.000213534,0.0002853628,0.001322015],"category_scores_gemma":[0.0003763099,0.0001489536,0.0000896914,0.0003576258,0.000288044,0.0001753141,0.0004006175,0.0002578539,0.0003377979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295199,"about_ca_system_score_gemma":0.0002498304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326657,"about_ca_topic_score_gemma":0.0358712,"domain_scores_codex":[0.9998889,0.00001319042,0.000005597909,0.00003731902,0.00003001646,0.0000249547],"domain_scores_gemma":[0.9997411,0.00003135365,0.00005747521,0.00002003177,0.00007936679,0.00007059769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007006885,0.0004263426,0.8814721,0.0001379324,0.0000765763,0.001055543,0.004157518,0.001184671,0.06888964,0.0002505669,0.002209395,0.03943903],"study_design_scores_gemma":[0.0000162066,0.0002168565,0.9956541,0.00001255737,0.000008613687,0.0001119161,0.0008905115,0.0004646007,0.001008277,0.00002564524,0.001584074,0.000006599848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986598,0.00002203844,0.00008234107,0.00001010587,0.000002516784,0.000006558523,0.0002203007,0.000009889748,0.000986433],"genre_scores_gemma":[0.9985531,0.00003998261,0.0002600757,0.00001233373,0.000003472565,0.000007863257,0.0004344548,0.000001998389,0.0006867088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01326657,"threshold_uncertainty_score":0.02637869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352866546645664,"score_gpt":0.2058857131123809,"score_spread":0.1923570476459243,"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."}}