{"id":"W4411720815","doi":"10.1088/1748-9326/ade900","title":"Degrees of reversibility of ocean deoxygenation in an atmospheric carbon dioxide removal scenario","year":2025,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Deutsche Forschungsgemeinschaft; Norges Forskningsråd; European Commission","keywords":"Deoxygenation; Carbon dioxide; Carbon dioxide in Earth's atmosphere; Environmental science; Atmospheric sciences; Climatology; 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":[0.000574362,0.0004595249,0.0003423272,0.0002833366,0.0002370876,0.0007058262,0.0005577764,0.0008489216,0.001094555],"category_scores_gemma":[0.001591853,0.0001615022,0.0007193081,0.0002546184,0.000402412,0.0004764391,0.0005095097,0.0005999609,0.00008734227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179476,"about_ca_system_score_gemma":0.0004041918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522091,"about_ca_topic_score_gemma":0.006047479,"domain_scores_codex":[0.9998223,0.00005037653,0.00001211382,0.000038734,0.00001995135,0.00005647848],"domain_scores_gemma":[0.9995676,0.0002029715,0.00005153853,0.00005389557,0.00006452511,0.00005939004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008172459,0.0001634408,0.03845831,0.0001205157,0.0002338258,0.0004413385,0.00007937455,0.9376329,0.01591556,0.001729521,0.0007469025,0.003661094],"study_design_scores_gemma":[0.0002020448,0.0005615212,0.04826176,0.00002537628,0.0001496485,0.00007043799,0.0002694867,0.9396576,0.008210733,0.001230634,0.001285495,0.00007521769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970323,0.00006775373,0.0006722055,0.0001688677,0.00001631551,0.000009090327,0.0005091351,0.00006381693,0.001460668],"genre_scores_gemma":[0.9993851,0.00002136223,0.0002289963,0.00002428258,0.000001974461,0.000007219057,0.0002144319,0.000007153635,0.0001093305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522091,"threshold_uncertainty_score":0.03026462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525121788894271,"score_gpt":0.2596055906748971,"score_spread":0.2443543727859544,"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."}}