{"id":"W2169251692","doi":"10.1306/03281110024","title":"An alternative model of producing topography in the crest region of deep-water levees","year":2011,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Carleton University; University of Ottawa","funders":"","keywords":"Geology; Levee; Crest; Deep water; Geomorphology; Geotechnical engineering; Oceanography; Optics","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":[0.0002671212,0.00005061807,0.00007963841,0.00005500363,0.00003686429,0.000006119439,0.0002015927,0.00002457158,0.0007525036],"category_scores_gemma":[0.00001825172,0.00002528847,0.00002344483,0.00008467376,0.00008392285,0.00006745334,0.000005198808,0.00005493202,0.00001626036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":2.988562e-7,"about_ca_system_score_gemma":0.00000442068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049791,"about_ca_topic_score_gemma":0.0007175037,"domain_scores_codex":[0.9994978,0.00005683984,0.000154641,0.00009399805,0.000092652,0.0001040495],"domain_scores_gemma":[0.9997309,0.00003545933,0.00005273511,0.0001253227,0.00003911185,0.00001641924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001742689,0.0002366881,0.8728589,0.000118403,0.00001931108,0.0000108736,0.05138912,0.05392243,0.0001620138,0.001979418,0.0002781303,0.01885038],"study_design_scores_gemma":[0.0003889335,0.0009361103,0.9065095,0.00005814627,0.00002159105,0.00002035427,0.004130198,0.03618728,0.01285724,0.03674528,0.001865331,0.00028007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895623,0.00009655851,0.0005465996,0.0002776927,0.00001948018,0.0000839855,0.000004822376,0.000004994847,0.009403517],"genre_scores_gemma":[0.998085,0.00003091533,0.001724361,0.0001177591,0.00001005713,0.000001291504,0.00001282553,7.346288e-7,0.00001703419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04725892,"threshold_uncertainty_score":0.8239387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911137302903583,"score_gpt":0.2143995867927178,"score_spread":0.165288213763682,"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."}}