{"id":"W2103907605","doi":"10.5194/os-5-607-2009","title":"A review of the role of submarine canyons in deep-ocean exchange with the shelf","year":2009,"lang":"en","type":"review","venue":"Ocean science","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Downwelling; Canyon; Geostrophic wind; Geology; Submarine canyon; Advection; Oceanography; Rossby wave; Bathymetry; Ocean current; Baroclinity; Internal tide; Upwelling; Outflow; Internal wave; Flow (mathematics); Geomorphology; Mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001406536,0.0002785049,0.0008798087,0.00006678222,0.0001841627,0.00003261122,0.002115556,0.00006109751,0.00016388],"category_scores_gemma":[0.0001412501,0.0001171438,0.0001894428,0.005202639,0.001359513,0.0002016933,0.00007128307,0.0002950438,0.000004045403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000952684,"about_ca_system_score_gemma":0.0009453057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005345119,"about_ca_topic_score_gemma":0.00108491,"domain_scores_codex":[0.9978377,0.0001319752,0.0005004521,0.0004109301,0.0007142157,0.0004047614],"domain_scores_gemma":[0.9983597,0.0001636563,0.0006248098,0.0006349342,0.0001244194,0.00009248848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002229756,0.00001973703,0.01122505,0.0127385,0.000009137295,0.000001964732,0.0001124418,0.000007943127,3.788801e-8,0.00004728191,0.0002234702,0.9756122],"study_design_scores_gemma":[0.00007901614,0.0001457265,0.008695995,0.05068812,0.0002245721,0.00005361528,0.0001531649,0.0000912079,0.00000300522,0.000159262,0.9393957,0.0003105933],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000290027,0.9928766,0.000002177373,0.0001229436,0.00005945653,0.000564739,0.0000409581,0.000009916974,0.006033111],"genre_scores_gemma":[0.004834716,0.9946655,0.0001122463,0.0002543715,0.00003053113,7.310255e-7,0.00001080148,0.000004926142,0.00008615557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9753016,"threshold_uncertainty_score":0.5009182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186905839780904,"score_gpt":0.2338286276515823,"score_spread":0.2219595692537733,"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."}}