{"id":"W4377098835","doi":"10.21203/rs.3.rs-2849464/v1","title":"A shift in the mechanism of CO2 uptake in the Southern Ocean under high emission-scenario","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Outgassing; Sink (geography); Environmental science; Climatology; Oceanography; Carbon sink; Biological pump; Climate change; Global warming; Atmospheric sciences; Stratification (seeds); Carbon dioxide; Subtropics; Mixed layer; Carbon cycle; Geology; Chemistry; Ecosystem; Geography; Ecology","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":[0.0002614823,0.0003410119,0.0003239901,0.0002895777,0.0002436818,0.0006298141,0.0004324769,0.001273303,0.004242918],"category_scores_gemma":[0.0003562391,0.0002221392,0.0007150488,0.0002744178,0.0004651448,0.0005890508,0.0004185263,0.0003726622,0.0003542359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032443,"about_ca_system_score_gemma":0.0005606026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174039,"about_ca_topic_score_gemma":0.004366654,"domain_scores_codex":[0.9999287,0.000009125329,0.000003615353,0.0000291817,0.00000726097,0.00002210615],"domain_scores_gemma":[0.9998686,0.0000300678,0.00001832935,0.00001991996,0.0000327431,0.00003024914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001948687,0.0001798233,0.1354991,0.0004796372,0.0006054105,0.002204125,0.0004696019,0.07213884,0.7446,0.01965763,0.00287022,0.01934683],"study_design_scores_gemma":[0.0003008547,0.0003985807,0.6871025,0.00005074029,0.0002296676,0.0007175517,0.001262636,0.2307594,0.05121648,0.0233094,0.004513181,0.0001390489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880419,0.0005001341,0.002748173,0.001197187,0.00006454633,0.00001605772,0.0006057761,0.0001324978,0.006693722],"genre_scores_gemma":[0.9987979,0.00008984589,0.0001958515,0.00004019832,0.000007266189,0.000003254494,0.00007601018,0.000009061711,0.0007805675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174039,"threshold_uncertainty_score":0.0233441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420384509979006,"score_gpt":0.3099917774179972,"score_spread":0.2657879323182071,"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."}}