{"id":"W6889784221","doi":"10.26092/elib/1020","title":"Pathways and variability of the circulation in the subpolar eastern North Atlantic studied with inverted echo sounders and model data","year":2021,"lang":"en","type":"article","venue":"Media (https://www.suub.uni-bremen.de/)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ocean gyre; North Atlantic Deep Water; Ridge; Thermohaline circulation; Shutdown of thermohaline circulation; Context (archaeology); North Atlantic oscillation; Ocean current; Gulf Stream","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":[0.0003716358,0.0002803307,0.0002056463,0.0005279407,0.0001597464,0.0005405747,0.0002202201,0.0002444411,0.0004206304],"category_scores_gemma":[0.0007248237,0.0001079713,0.0004518001,0.0007600446,0.000176794,0.000420798,0.0002560216,0.0002093522,0.0001346565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393717,"about_ca_system_score_gemma":0.0003584308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380037,"about_ca_topic_score_gemma":0.03381839,"domain_scores_codex":[0.9998491,0.00001915801,0.00001368378,0.00006138486,0.00002669941,0.00002998039],"domain_scores_gemma":[0.9996513,0.00009601612,0.00008097445,0.00005537545,0.00007464028,0.00004174651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001730567,0.0001051586,0.948342,0.00003224876,0.0001920069,0.0001975327,0.0002269941,0.037303,0.002866522,0.0002699604,0.0005614907,0.009729936],"study_design_scores_gemma":[0.00001775072,0.00006142666,0.9125694,0.00001571715,0.00006441893,0.00008206315,0.0002614775,0.08516554,0.0007421963,0.000139964,0.0008586443,0.00002133119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998836,0.00002274196,0.0001413598,0.00001039276,0.000002134409,0.000002047944,0.0008093271,0.00001236445,0.0001637073],"genre_scores_gemma":[0.9952691,0.00004461164,0.0003249634,0.0000037269,0.000004281952,0.000006156139,0.004240857,0.000005770431,0.0001005335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03380037,"threshold_uncertainty_score":0.06720728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728653459118656,"score_gpt":0.2041113287817016,"score_spread":0.166824794190515,"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."}}