{"id":"W4404689318","doi":"10.1109/oceans55160.2024.10754028","title":"Decoupling of Temporal and Spatial Variability of Greenhouse Gases in a Coastal Upwelling Zone Using High Frequency Ship-Board Measurements and Numerical Analysis","year":2024,"lang":"en","type":"article","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Decoupling (probability); Upwelling; Greenhouse gas; Environmental science; On board; Remote sensing; Spatial variability; Oceanography; Geology; Climatology; Meteorology; Engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001938008,0.0002406284,0.0001631847,0.0004667277,0.0002482251,0.0005222661,0.000296873,0.0002259504,0.000408054],"category_scores_gemma":[0.000619098,0.0002274808,0.0004219949,0.0005666937,0.0002370374,0.0002407913,0.0003321657,0.0002451001,0.00005505435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000645849,"about_ca_system_score_gemma":0.0006058724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.101291,"about_ca_topic_score_gemma":0.09276032,"domain_scores_codex":[0.9999311,0.00000714107,0.000004811639,0.00003396019,0.00001194254,0.00001112328],"domain_scores_gemma":[0.999819,0.00005576762,0.00004106826,0.00002711678,0.00003219055,0.00002480254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002880528,0.0002018488,0.791487,0.00007110381,0.0002331306,0.0002102383,0.0003025861,0.1487146,0.03417538,0.0006228252,0.0004719747,0.02322129],"study_design_scores_gemma":[0.00003718927,0.00002037909,0.727099,0.000007935146,0.00003367261,0.0000179813,0.00009280528,0.2710534,0.001208609,0.0001083496,0.0003007422,0.00001994751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984874,0.00002403045,0.0007082302,0.00002170349,0.000002504274,0.00000496762,0.0002270899,0.00003926959,0.0004848114],"genre_scores_gemma":[0.9981811,0.0000236856,0.001308704,0.00000365768,0.000002669786,0.000007857226,0.0003698453,0.00000428382,0.0000982982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101291,"threshold_uncertainty_score":0.2014028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775521110613263,"score_gpt":0.2350438470093665,"score_spread":0.2172886359032338,"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."}}