{"id":"W7053564441","doi":"","title":"Where does the freshwater go?: Pathways for Greenland and Arctic waters from the east Greenland shelf to the North Atlantic","year":2023,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Continental shelf; North Atlantic Deep Water; Ocean current; Eddy; Boundary current; Thermohaline circulation; Gulf Stream; Polar front","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":[0.000186614,0.0001771303,0.0001667057,0.0006758544,0.0003573554,0.001136727,0.0002181416,0.0002529928,0.001191451],"category_scores_gemma":[0.0005074967,0.0001053963,0.0004297362,0.001105921,0.0002545471,0.0004794891,0.0005898949,0.0002679545,0.0002435078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152815,"about_ca_system_score_gemma":0.001270807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4346678,"about_ca_topic_score_gemma":0.5588393,"domain_scores_codex":[0.9998969,0.0000152906,0.000007729754,0.0000335527,0.000009986325,0.00003653434],"domain_scores_gemma":[0.9997694,0.00003604607,0.0000651373,0.000016717,0.00005640944,0.00005632623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006326859,0.00003010256,0.9781308,0.00005969979,0.0001086795,0.0002444343,0.0007111462,0.002740706,0.0009853214,0.0007177432,0.005002367,0.0112057],"study_design_scores_gemma":[0.00001007072,0.000008877099,0.987523,0.00005533202,0.00003166742,0.00002791419,0.001349661,0.003844844,0.0001946818,0.0002548613,0.006686826,0.0000122715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851862,0.0003879606,0.0001767737,0.000691507,0.00002361516,0.00001131835,0.01129404,0.00003159561,0.002197027],"genre_scores_gemma":[0.9883405,0.0002964149,0.0006335923,0.0001552311,0.00001131548,0.00001291548,0.00884569,0.00002236958,0.001681964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4346678,"threshold_uncertainty_score":0.8642755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009591956431356316,"score_gpt":0.1576626314692787,"score_spread":0.1480706750379224,"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."}}