{"id":"W7038333097","doi":"","title":"Interannual-to-seasonal variability of the Subpolar North Atlantic Ocean","year":2005,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ocean gyre; Hydrography; Altimeter; Front (military); Atlantic Equatorial mode; Forcing (mathematics); Empirical orthogonal functions; Sea-surface height; Ocean surface topography","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":[0.0001275734,0.0001004641,0.00006874641,0.0002279605,0.0001079487,0.0005315867,0.00009718887,0.00007950384,0.001115158],"category_scores_gemma":[0.0002198873,0.00004880768,0.0001590353,0.000431424,0.00007670889,0.0002284047,0.0001627845,0.0001088791,0.0002542269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330091,"about_ca_system_score_gemma":0.0002320715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02984231,"about_ca_topic_score_gemma":0.052316,"domain_scores_codex":[0.9999477,0.000005926705,0.000002629345,0.00001979229,0.00001504674,0.000008948348],"domain_scores_gemma":[0.9999099,0.00001387088,0.0000331183,0.000009870448,0.00002558776,0.000007610725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000491056,0.0000297256,0.9078832,0.00003932958,0.0001179509,0.0001245615,0.0003952158,0.01377732,0.005954443,0.0008941576,0.004826483,0.06590859],"study_design_scores_gemma":[0.000002541256,0.0000180615,0.9771523,0.00001355839,0.00002199275,0.00003602638,0.0001902901,0.01274557,0.0009775305,0.0002776528,0.008556108,0.00000841678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865405,0.000637681,0.001779086,0.0002658603,0.00005167916,0.000004539128,0.001867285,0.0000636793,0.008789731],"genre_scores_gemma":[0.9954636,0.0004998337,0.0003920354,0.00003457797,0.00002314569,0.000004395244,0.001330019,0.00001172788,0.002240788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02984231,"threshold_uncertainty_score":0.05933726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007713154595866513,"score_gpt":0.2085448404865676,"score_spread":0.2008316858907011,"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."}}