{"id":"W1971354574","doi":"10.1016/j.dsr2.2009.08.002","title":"Evolution and dynamics of the flow through Herald Canyon in the western Chukchi Sea","year":2009,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Canyon; Geology; Oceanography; Transect; Water mass; Hydrography; Current (fluid); Spring (device); Climatology; Hydrology (agriculture); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007673,0.0001367964,0.0002324976,0.0001074959,0.0005122312,0.00002716709,0.0004279781,0.00007977903,0.00001733639],"category_scores_gemma":[0.0001507631,0.00007622885,0.00008024001,0.001078257,0.0008402488,0.0001468042,0.0000963245,0.0005914901,0.000001799443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002907435,"about_ca_system_score_gemma":0.00002815286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008894532,"about_ca_topic_score_gemma":0.02622751,"domain_scores_codex":[0.9977776,0.0004887599,0.0002943817,0.0002657397,0.0006457437,0.0005277321],"domain_scores_gemma":[0.9990454,0.0005059799,0.00004666926,0.0002736598,0.00007968757,0.0000485465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004576258,0.00006182506,0.9862191,0.00003200666,0.00001752059,0.00001110235,0.003364682,0.000493496,1.12418e-7,0.001600739,0.000380935,0.007772737],"study_design_scores_gemma":[0.0003301212,0.0003167599,0.9607563,0.00008237182,0.000005956184,0.000008963735,0.00366103,0.01820609,8.355379e-7,0.01422787,0.002297392,0.0001062956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862846,0.00219511,0.00006906781,0.00959152,0.0001590017,0.000373291,0.00002888076,0.000008611551,0.001289926],"genre_scores_gemma":[0.9963923,0.002649721,0.0002464189,0.0005634812,0.00009353655,0.000003324015,0.0000171688,0.000002202752,0.00003183763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546277,"threshold_uncertainty_score":0.9915413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188426521501917,"score_gpt":0.3236016079485494,"score_spread":0.2717173427335303,"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."}}