{"id":"W3048550439","doi":"10.1111/gcb.15307","title":"Rapid deep ocean deoxygenation and acidification threaten life on Northeast Pacific seamounts","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Seamount; Oceanography; Ocean acidification; Benthic zone; Marine ecosystem; Hypoxia (environmental); Oxygen minimum zone; Ecosystem; Deep sea; Marine life; Marine habitats; Habitat; Environmental science; Geology; Climate change; Ecology; Upwelling; Biology; Oxygen","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001346458,0.0001362185,0.0001469418,0.00003766659,0.0001358433,0.00003347996,0.0001220316,0.0001147334,0.0002686695],"category_scores_gemma":[0.0001006563,0.0001000769,0.00003102714,0.0002122828,0.00009443743,0.00009411335,0.000009915057,0.00006542329,0.0003453729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006672779,"about_ca_system_score_gemma":0.0000188907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163303,"about_ca_topic_score_gemma":0.00004556056,"domain_scores_codex":[0.9990471,0.0001669085,0.0001422105,0.000334577,0.00009348193,0.0002157177],"domain_scores_gemma":[0.9994753,0.00006168371,0.00007964604,0.0001172136,0.00003717768,0.000228953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003028561,0.00001675096,0.8208926,0.00001885832,0.00002093513,0.000003014044,0.000326519,0.000003908224,0.0000382775,0.0004676643,0.0004100899,0.1774985],"study_design_scores_gemma":[0.0002523748,0.0004673924,0.9863255,0.00000409763,0.00001024478,0.000006805732,0.0002114847,0.003832501,0.00001807512,0.0001539674,0.008577088,0.0001404737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857187,0.002678141,0.0001499663,0.008011403,0.0002932632,0.0003818577,0.0004644753,0.0001020655,0.002200185],"genre_scores_gemma":[0.996643,0.0005007516,0.00006122141,0.001926104,0.000344465,0.000001701758,0.0005118251,0.000002694293,0.000008203479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.177358,"threshold_uncertainty_score":0.4439186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05471061580409256,"score_gpt":0.2437325725393245,"score_spread":0.189021956735232,"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."}}