{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001665555,0.0002305479,0.0002269726,0.000110755,0.0002801426,0.0002044612,0.0007424114,0.004732724,0.003010488],"category_scores_gemma":[0.000153132,0.000156236,0.0001288325,0.0000569076,0.0001027935,0.0001101211,0.00001044244,0.00742633,0.001625028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003431017,"about_ca_system_score_gemma":0.00008863259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006019156,"about_ca_topic_score_gemma":0.000040666,"domain_scores_codex":[0.9987176,0.000101422,0.000121066,0.0003688192,0.000387481,0.0003036118],"domain_scores_gemma":[0.9988841,0.0001953528,0.0001666211,0.0006397648,0.00005139544,0.00006277572],"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":[0.00001175942,0.000001974738,0.001250808,0.00004162902,0.00002259396,0.0004264954,0.00001609007,0.000003831921,0.000001390952,0.000002943711,0.9898661,0.008354357],"study_design_scores_gemma":[0.00007997206,0.00002790923,0.04573191,0.00003250351,0.00002266602,0.00003774025,0.000002600569,0.00006284528,0.00000998652,0.000142999,0.9536244,0.0002244472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002164506,0.009131754,0.00000255387,0.9326707,0.003200833,0.0002807435,0.001046404,0.0001112635,0.05139121],"genre_scores_gemma":[0.03251113,0.0002613271,0.0001342292,0.8831969,0.009129019,4.898332e-7,0.002675852,0.00001550025,0.07207553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04947381,"threshold_uncertainty_score":0.9991523,"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."}}