{"id":"W2045506912","doi":"10.1029/2007gl030674","title":"Warming of the subpolar Atlantic triggered by freshwater discharge at the continental boundary","year":2007,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Environment and Climate Change Canada","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"North Atlantic Deep Water; Shutdown of thermohaline circulation; Oceanography; Thermohaline circulation; Climatology; Gulf Stream; Geology; Atlantic multidecadal oscillation; Atlantic Equatorial mode; Ocean current; North Atlantic oscillation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009871953,0.0001247691,0.0001641339,0.00001921991,0.000692633,0.00007287769,0.0006199397,0.00004045478,0.0005952074],"category_scores_gemma":[0.000116328,0.00005929067,0.0001363374,0.0006066556,0.001226423,0.0001412901,0.00009727236,0.0004386477,0.0001368735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007538953,"about_ca_system_score_gemma":0.00004100931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004813019,"about_ca_topic_score_gemma":0.002222925,"domain_scores_codex":[0.9976467,0.0001838141,0.0002154596,0.0002482722,0.000977662,0.0007280751],"domain_scores_gemma":[0.9987337,0.0007464346,0.00006240369,0.0002853789,0.00004927355,0.0001228149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002909627,0.00008814373,0.8326905,0.0000740217,0.00008258646,0.0000241899,0.0006738917,0.000009028999,0.07501903,0.00005350082,0.08292703,0.008067098],"study_design_scores_gemma":[0.0007202049,0.0001606381,0.8212115,0.00006806963,0.00002918717,0.0000106236,0.0006768483,0.0005542874,0.02622896,0.0005423322,0.1495004,0.000296992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926597,0.0006548924,0.00003523794,0.005800065,0.000145934,0.0002174873,0.00008032644,0.00001427707,0.0003920407],"genre_scores_gemma":[0.9982746,0.00003247398,0.00002799225,0.0007759452,0.0001648934,0.000001070623,0.00005231045,0.000005215652,0.0006655231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06657334,"threshold_uncertainty_score":0.7275878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406358696205142,"score_gpt":0.2505059769883631,"score_spread":0.2364423900263117,"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."}}