{"id":"W4393021980","doi":"10.1029/2023gl107777","title":"Responses of Atlantic Water Inflow Through Fram Strait to Arctic Storms","year":2024,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Inflow; Oceanography; Storm; Climatology; Geology; Arctic; The arctic; Environmental science","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":[0.0002992806,0.000460357,0.0003904873,0.0003921857,0.0004006363,0.0008790495,0.0002458095,0.0006437046,0.0015661],"category_scores_gemma":[0.001223281,0.0002840669,0.000588705,0.0003171609,0.0002377037,0.0003278677,0.0004450252,0.0004998497,0.0002030793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009809779,"about_ca_system_score_gemma":0.000624478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05506613,"about_ca_topic_score_gemma":0.04432079,"domain_scores_codex":[0.9998453,0.00003035532,0.00001300636,0.0000362211,0.00001632334,0.00005879731],"domain_scores_gemma":[0.999576,0.0001916103,0.00006795692,0.0000238158,0.00006886442,0.00007180571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001093804,0.0002716058,0.4342716,0.0000774621,0.000370007,0.0005865214,0.0002267737,0.5342759,0.02147413,0.0004181743,0.001719523,0.005214541],"study_design_scores_gemma":[0.0001357211,0.0004240393,0.4359326,0.00003523385,0.0001274745,0.00008058782,0.0004846397,0.554657,0.006491508,0.0002943381,0.001270109,0.00006657445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986891,0.00002439709,0.000147108,0.00005522142,0.00001762441,0.000004167053,0.0003440724,0.00003054197,0.0006878206],"genre_scores_gemma":[0.999074,0.00003008433,0.00008551539,0.00002078847,0.000003914521,0.000004019925,0.0004522226,0.00000807511,0.0003213699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05506613,"threshold_uncertainty_score":0.1094912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169992166322976,"score_gpt":0.3017848967289112,"score_spread":0.2700849750656815,"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."}}