{"id":"W3128821982","doi":"","title":"Submesoscale dynamics at the Subantarctic Front in the Scotia Sea: Implications for vertical exchange and water mass transformation","year":2016,"lang":"en","type":"book-chapter","venue":"American Geophysical Union eBooks","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Water mass; Oceanography; Geology; Nova scotia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004149456,0.000105798,0.00008244447,0.0003002225,0.0003995415,0.0005305773,0.0001671769,0.0001935133,0.002217439],"category_scores_gemma":[0.0001371433,0.00008162262,0.0001214521,0.000486911,0.000284439,0.0002936406,0.0004601306,0.0001858509,0.0001708863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270216,"about_ca_system_score_gemma":0.0009875825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6363785,"about_ca_topic_score_gemma":0.7794307,"domain_scores_codex":[0.9999831,9.017746e-7,7.654867e-7,0.000003618823,0.000003131565,0.000008543096],"domain_scores_gemma":[0.9999737,0.000002801736,0.000006198312,0.000001750256,0.000006678519,0.000008964093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005140739,0.00006017619,0.8265845,0.000152997,0.0001037381,0.002846385,0.006426791,0.01348087,0.03227858,0.01076512,0.01172231,0.09506439],"study_design_scores_gemma":[0.00000576862,0.000007586542,0.9919042,0.00001811577,0.000006457801,0.0000717712,0.0009579735,0.002762962,0.0001811452,0.0004523142,0.003626318,0.000005418766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894587,0.0003582886,0.0001426929,0.0003279893,0.00002039843,0.000003007127,0.0003804461,0.000010937,0.009297675],"genre_scores_gemma":[0.996058,0.0001722516,0.00006292119,0.00002294635,0.000004192584,0.000001014856,0.0001318588,0.000004812275,0.003542169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6363785,"threshold_uncertainty_score":0.7315258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007932227707374145,"score_gpt":0.1930989589300212,"score_spread":0.185166731222647,"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."}}