{"id":"W6991903404","doi":"","title":"Interannual variability and long-term trends of surface hydrography around the Prince Edward Island Archipelago, Southern Ocean","year":2022,"lang":"en","type":"dissertation","venue":"Open University of Cape Town (University of Cape Town)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polar front; Antarctic oscillation; Geostrophic wind; Arctic oscillation; Ekman transport; Ocean current; Current (fluid); Sea surface temperature; Forcing (mathematics)","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":[0.0001606807,0.000122576,0.0001044408,0.0007254318,0.0001934866,0.0004187512,0.0001719182,0.0001457217,0.00055624],"category_scores_gemma":[0.0004353441,0.00009877581,0.0001358477,0.0009899366,0.0002365374,0.0002908588,0.0002924925,0.0001469851,0.000152652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514738,"about_ca_system_score_gemma":0.0005031204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09039485,"about_ca_topic_score_gemma":0.151488,"domain_scores_codex":[0.9999454,0.000004845064,0.00000788178,0.00001592301,0.00001241372,0.00001358869],"domain_scores_gemma":[0.9996083,0.00005413308,0.0001131047,0.00003045697,0.0001384565,0.00005558131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002536696,0.0000111274,0.9915971,0.00003047204,0.00008659997,0.0002100853,0.0007644045,0.0004025322,0.001725384,0.00004115827,0.0002524864,0.004853333],"study_design_scores_gemma":[2.863537e-7,0.000003574181,0.9993253,0.000002523192,0.000004216003,0.00002045175,0.0003157857,0.00009336897,0.00004062911,0.000003628223,0.0001888065,0.000001470419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992324,0.00007474638,0.00002247187,0.00001832667,0.000001647009,0.000001475601,0.0002993062,0.00000235592,0.0003472645],"genre_scores_gemma":[0.9988167,0.00013357,0.00004248907,0.000008426048,0.000003080438,0.000004554433,0.0005683494,0.000001183725,0.0004216523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09039485,"threshold_uncertainty_score":0.1797374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00642683619359958,"score_gpt":0.1943069400341621,"score_spread":0.1878801038405626,"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."}}