{"id":"W2008667727","doi":"10.1016/j.csr.2010.05.010","title":"Observations of offshore bar decay: Sediment budgets and the role of lower shoreface processes","year":2010,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Submarine pipeline; Geology; Bar (unit); Sediment; Oceanography; Geomorphology; Hydrology (agriculture); Geotechnical engineering","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":[0.0006969868,0.00007644871,0.00014793,0.00005734084,0.0001247126,0.00002999423,0.0002590649,0.00004332438,0.0004846688],"category_scores_gemma":[0.0002069552,0.00004697602,0.00003540948,0.0002750328,0.00067734,0.0001063441,0.0001253187,0.0002558049,0.000008823005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001361393,"about_ca_system_score_gemma":0.00008747157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547417,"about_ca_topic_score_gemma":0.01344241,"domain_scores_codex":[0.9989706,0.00005480759,0.0001868457,0.0001577173,0.0004088132,0.0002212018],"domain_scores_gemma":[0.999029,0.0003965663,0.00004495731,0.0001757474,0.0002733911,0.0000802902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000498421,0.0001038107,0.9285859,0.0001314021,0.00003358561,0.000005364844,0.0006882238,0.00002559291,0.0101117,0.003541165,0.0002187173,0.05605612],"study_design_scores_gemma":[0.0009300439,0.0002728696,0.9566561,0.00003517148,0.00001583061,0.0000176586,0.001344836,0.009381701,0.007043943,0.002769259,0.021399,0.0001335829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893807,0.0005819333,0.000003488257,0.0007094171,0.00008074457,0.0002847073,0.00008746043,0.000007580836,0.008863992],"genre_scores_gemma":[0.9990798,0.0001171532,0.0001429434,0.00001313909,0.00003899396,0.000003849076,0.00005320827,0.000002789374,0.0005481106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05592254,"threshold_uncertainty_score":0.7501178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897825226197723,"score_gpt":0.2614715167784103,"score_spread":0.2424932645164331,"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."}}