{"id":"W4386608592","doi":"10.1016/j.physd.2023.133907","title":"Bifurcation analysis of a North Atlantic Ocean box model with two deep-water formation sites","year":2023,"lang":"en","type":"article","venue":"Physica D Nonlinear Phenomena","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forcing (mathematics); Climatology; Polar; North Atlantic Deep Water; Thermohaline circulation; Deep water; Oceanography; Deep sea; Ocean current; Box model; Shutdown of thermohaline circulation; Environmental science; Meteorology; Geology; Geography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003813515,0.0004318797,0.000671784,0.0005194608,0.000477983,0.0007072567,0.0005670873,0.001316288,0.003110691],"category_scores_gemma":[0.001120459,0.0003431074,0.0008168825,0.0001946919,0.0006132278,0.0004609857,0.0006746993,0.0007425175,0.0001616586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685607,"about_ca_system_score_gemma":0.0008258912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0219332,"about_ca_topic_score_gemma":0.01085817,"domain_scores_codex":[0.9999249,0.00002789239,0.000004171382,0.0000136015,0.000008848519,0.00002065572],"domain_scores_gemma":[0.99934,0.0003628064,0.00009152371,0.00002309523,0.00007213553,0.0001104225],"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":[0.0001202269,0.00004910365,0.004505661,0.00003778305,0.00004586638,0.0002243301,0.00008068646,0.9827061,0.002078098,0.008682363,0.0004566528,0.001013176],"study_design_scores_gemma":[0.00001086419,0.000009806664,0.0004532078,0.0000041946,0.000007505124,0.000005071397,0.00001511968,0.9987348,0.00006458223,0.000595328,0.00009560105,0.00000398076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954211,0.0003583962,0.02976675,0.0007145083,0.00009353264,0.00005888502,0.000560946,0.0001461892,0.01408987],"genre_scores_gemma":[0.9945796,0.00009085765,0.002491324,0.00004662829,0.00001117071,0.00004899169,0.0002081925,0.00002224245,0.002501047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219332,"threshold_uncertainty_score":0.04361105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198936870901268,"score_gpt":0.2467991514726098,"score_spread":0.2248097827635971,"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."}}