{"id":"W4220862785","doi":"10.5194/egusphere-egu22-13044","title":"Seasonal cycle of the overturning circulation in the subpolar North Atlantic","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Climatology; Shutdown of thermohaline circulation; Thermohaline circulation; Circulation (fluid dynamics); Spring (device); Advection; Geology; Climate change; North Atlantic Deep Water; Geography","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":[0.00009669596,0.00006959872,0.00008023209,0.0002799247,0.0001255483,0.0003693271,0.00008660307,0.00008013178,0.001304346],"category_scores_gemma":[0.0003283889,0.00004119448,0.00004418308,0.0003419078,0.0001041754,0.0001741465,0.0001461881,0.00008633311,0.0003317581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404463,"about_ca_system_score_gemma":0.0001466593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03134389,"about_ca_topic_score_gemma":0.05508782,"domain_scores_codex":[0.999969,0.000003682051,0.000002268599,0.00000897173,0.000009910629,0.000006198874],"domain_scores_gemma":[0.9998021,0.00002268633,0.00005445168,0.00001720622,0.00006681982,0.00003672394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499554,0.00004843379,0.9323297,0.00003633277,0.00004991961,0.0002376896,0.0007383215,0.002782754,0.01190201,0.0006732524,0.008908563,0.04214305],"study_design_scores_gemma":[0.000002846217,0.000007449458,0.9952165,0.000003096374,0.000004368907,0.00001850266,0.00006545425,0.001340516,0.0002804267,0.00005924588,0.002998556,0.000002886977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995486,0.00008175564,0.0001844706,0.0001017649,0.00001724242,0.000003853003,0.001658513,0.00004236471,0.002424154],"genre_scores_gemma":[0.9968755,0.00008003269,0.0002457043,0.00001859291,0.00001617221,0.000003614769,0.001900195,0.00001457024,0.0008454879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03134389,"threshold_uncertainty_score":0.06232285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174141536802318,"score_gpt":0.2043021384332904,"score_spread":0.1925607230652672,"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."}}