{"id":"W2108531200","doi":"10.5194/esd-5-383-2014","title":"Mechanism for potential strengthening of Atlantic overturning prior to collapse","year":2014,"lang":"en","type":"article","venue":"Earth System Dynamics","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"European Commission; University of Victoria","keywords":"Eddy; Ocean gyre; Climatology; Advection; Ocean current; Thermohaline circulation; Upwelling; Flux (metallurgy); Oceanography; Geology; Climate model; Lead (geology); North Atlantic Deep Water; Environmental science; Climate change; Subtropics; Geography; Meteorology; Turbulence; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006512136,0.0003668091,0.0003904955,0.0008010333,0.0008636037,0.001168097,0.001450276,0.001390162,0.01656211],"category_scores_gemma":[0.002386973,0.0003537922,0.000596871,0.0001831932,0.0007704921,0.001503651,0.001933648,0.001122171,0.001194496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850009,"about_ca_system_score_gemma":0.0005923226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335029,"about_ca_topic_score_gemma":0.001109023,"domain_scores_codex":[0.9997786,0.00002195773,0.00001587304,0.00007651441,0.0000386467,0.00006854575],"domain_scores_gemma":[0.9987581,0.0001743355,0.0003691616,0.0001810346,0.0001936224,0.0003237976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004732059,0.0003873924,0.07787053,0.001035032,0.0004766858,0.006718153,0.001303414,0.06625851,0.248941,0.5334402,0.01619401,0.04690193],"study_design_scores_gemma":[0.0003933231,0.0009132974,0.1376419,0.0003600589,0.0002537767,0.003839063,0.001528571,0.5139538,0.03320249,0.2795044,0.02807467,0.0003346821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479193,0.001676157,0.07878949,0.007140338,0.00104333,0.0002434771,0.0007385223,0.002062371,0.06038699],"genre_scores_gemma":[0.9960079,0.000119834,0.001405866,0.000167558,0.00007474892,0.00002945991,0.00006626134,0.00002891424,0.002099337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01656211,"threshold_uncertainty_score":0.05540574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008382224984085999,"score_gpt":0.2166123659317384,"score_spread":0.2082301409476524,"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."}}