{"id":"W2588231035","doi":"10.1038/542303a","title":"Oceans lose oxygen","year":2017,"lang":"en","type":"letter","venue":"Nature","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Oxygen; Oceanography; Environmental science; Global warming; Ocean heat content; Ocean acidification; Habitat; Effects of global warming on oceans; Deep sea; Nutrient; Climate change; Ecology; Thermohaline circulation; Biology; Chemistry; Geology","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":[0.002924623,0.0005432288,0.0008358027,0.0003823764,0.003257378,0.003746072,0.00107864,0.0246448,0.007610269],"category_scores_gemma":[0.01750509,0.0004067553,0.001008008,0.0002820879,0.00678627,0.003466827,0.004164241,0.03619261,0.006176015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575769,"about_ca_system_score_gemma":0.003055013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006700381,"about_ca_topic_score_gemma":0.01097126,"domain_scores_codex":[0.99787,0.0003029106,0.0001324065,0.0003466022,0.001005175,0.0003428773],"domain_scores_gemma":[0.9949505,0.002139005,0.0004404012,0.0004405314,0.0008523992,0.001177128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009714929,0.00003412922,0.0008878068,0.00004802419,0.00004589926,0.0005875291,0.0001235971,0.00008364487,0.0003862338,0.01144483,0.9621346,0.02412643],"study_design_scores_gemma":[0.00007174234,0.00005171459,0.001159487,0.00009588218,0.00002527141,0.0003476614,0.0003226157,0.0001496791,0.0003567466,0.03026626,0.9671193,0.0000336985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008460694,0.002925269,0.0002943916,0.9371363,0.05061828,0.000009793487,0.00007280626,0.00006243946,0.008034592],"genre_scores_gemma":[0.008563281,0.001661724,0.0001773152,0.927973,0.04588342,0.00002070664,0.00004502524,0.00002789614,0.01564758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0246448,"threshold_uncertainty_score":0.02545887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057024069921848,"score_gpt":0.2366891650948195,"score_spread":0.226118924395601,"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."}}