{"id":"W4366274189","doi":"10.22541/essoar.168182248.82025084/v1","title":"The Irminger Gyre as a key driver of the subpolar North Atlantic overturning on monthly timescales","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Ocean gyre; Oceanography; Mooring; Thermohaline circulation; Geology; Climatology; Zonal and meridional; Ocean current; Shutdown of thermohaline circulation; North Atlantic Deep Water; Subtropics; Fishery","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":[0.0001247686,0.0001393214,0.0001314068,0.0002567992,0.0001595791,0.0005442594,0.00008749808,0.0001126787,0.002502028],"category_scores_gemma":[0.0004536097,0.00005064887,0.0001160609,0.000316369,0.0001003235,0.0002923086,0.0002316191,0.0001885524,0.000308669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965984,"about_ca_system_score_gemma":0.0001575956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104349,"about_ca_topic_score_gemma":0.01371328,"domain_scores_codex":[0.9999534,0.000005596776,0.000002252469,0.00001970063,0.000007732255,0.00001130029],"domain_scores_gemma":[0.9998298,0.00002035324,0.00007141645,0.00001502167,0.00002813785,0.00003535054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001209945,0.00003556,0.916966,0.00005588912,0.000103156,0.0002340973,0.0007755863,0.002410517,0.01880705,0.001790548,0.003672075,0.05502854],"study_design_scores_gemma":[0.000001674647,0.000006221795,0.9960382,0.0000047918,0.0000113489,0.00001710012,0.00007134103,0.001588926,0.0002272727,0.0002082159,0.001822271,0.000002614418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933035,0.0003329535,0.0006891805,0.0002199108,0.00002091027,0.000004141942,0.0007687993,0.00009142102,0.004569136],"genre_scores_gemma":[0.9983028,0.0001167608,0.0002677838,0.00002684997,0.00003064731,0.000002094723,0.0004326375,0.00001562071,0.0008045521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104349,"threshold_uncertainty_score":0.02195841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319330603055387,"score_gpt":0.2013674909358749,"score_spread":0.1881741849053211,"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."}}