{"id":"W3123240499","doi":"10.1029/2020gl091094","title":"Deep Waters in British Columbia Mainland Fjords Show Rapid Warming and Deoxygenation From 1951 to 2020","year":2021,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Hakai Institute; Tula Foundation","keywords":"Fjord; Inlet; Sill; Oceanography; Salinity; Temperature salinity diagrams; Inflow; Geology; Environmental science; Estuary; Hydrology (agriculture); Geochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001603764,0.0001687819,0.0001481195,0.001020717,0.0006935582,0.0008959238,0.000251453,0.0003139326,0.001465032],"category_scores_gemma":[0.0005013049,0.0001234238,0.0001522394,0.001992046,0.0003593462,0.0002183528,0.0004076761,0.0002590236,0.0002248312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004086791,"about_ca_system_score_gemma":0.00207864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9059927,"about_ca_topic_score_gemma":0.9579923,"domain_scores_codex":[0.9998891,0.000006259672,0.000007536204,0.00002652741,0.00002911403,0.00004150442],"domain_scores_gemma":[0.9995793,0.00002527973,0.00008599973,0.00002123495,0.000212061,0.00007609751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008136621,0.00001119753,0.9854012,0.00004413526,0.00006087699,0.0001166439,0.0005009593,0.0002530677,0.001383526,0.00005540022,0.001757465,0.01033415],"study_design_scores_gemma":[4.011908e-7,0.000001220221,0.9992315,0.000004333869,0.000002447644,0.000005687823,0.000107932,0.0000208505,0.00002917462,0.000002220044,0.0005930605,0.000001129233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928282,0.0008339551,0.00004685424,0.000218875,0.0000157269,0.000003315271,0.003508374,0.00001137573,0.002533241],"genre_scores_gemma":[0.9962536,0.0003440624,0.00005821717,0.00007212608,0.000005175061,0.000003103162,0.002156064,0.000002682739,0.001104891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09400731,"threshold_uncertainty_score":0.1891218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455817364851823,"score_gpt":0.2325461726326226,"score_spread":0.2179879989841044,"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."}}