{"id":"W2061187725","doi":"10.4043/25705-ms","title":"Quantification of Near-bed Dense Layers and Implications for Seafloor Structures: New Insights into the Most Hazardous Aspects of Turbidity Currents","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Deltares","keywords":"Turbidity current; Seafloor spreading; Geology; Sediment; Turbidity; Bedform; Geophysics; Sediment transport; Soil science; Geomorphology; Oceanography; Sedimentary depositional environment","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":[0.0001900832,0.0003690962,0.0001900116,0.0008928751,0.0002003687,0.0004699881,0.0001896474,0.0003498938,0.0006131054],"category_scores_gemma":[0.000359188,0.0001743881,0.00007919096,0.0004679343,0.0003525149,0.0004509092,0.0003893879,0.0002947058,0.0001091743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765669,"about_ca_system_score_gemma":0.0001449707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294323,"about_ca_topic_score_gemma":0.00220841,"domain_scores_codex":[0.999904,0.00001030002,0.000004919958,0.00002782464,0.00003564662,0.00001724485],"domain_scores_gemma":[0.9997215,0.00006798458,0.000100041,0.00001985734,0.0000594405,0.00003116193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008102614,0.00004736781,0.01934312,0.00007231213,0.00001400167,0.00009837918,0.0001261172,0.002733535,0.9598769,0.0002830673,0.00009098362,0.01723317],"study_design_scores_gemma":[0.00001926537,0.0003952433,0.2465872,0.00006555358,0.00005842963,0.0005321792,0.0005594407,0.1105587,0.6376417,0.001040592,0.002450505,0.00009118216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547805,0.0003993211,0.04340531,0.00005288167,0.00001122935,0.00001921455,0.0002104986,0.0002715274,0.0008495438],"genre_scores_gemma":[0.9776095,0.0002482671,0.02163552,0.0000311108,0.000008734127,0.00001304112,0.00009971695,0.00002257571,0.0003315948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001294323,"threshold_uncertainty_score":0.00257355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879590692808731,"score_gpt":0.273023226015336,"score_spread":0.2242273190872487,"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."}}