{"id":"W7000067648","doi":"","title":"The Effects of Varying Winter Surface Heat Loss on the Labrador Sea Water and Its Export","year":2022,"lang":"en","type":"dissertation","venue":"Research Repository (Delft University of Technology)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eddy; Convection; Hydrostatic equilibrium; Current (fluid); Boundary current; Seawater; Ocean current; Lead (geology); Circulation (fluid dynamics)","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":[0.0001746972,0.0003320343,0.0003070687,0.000193136,0.0003002703,0.0009604604,0.0003152295,0.0003204278,0.00189533],"category_scores_gemma":[0.000705804,0.0001157616,0.0004140342,0.0003651868,0.0003335887,0.0006299261,0.0003540414,0.0003404193,0.0002756994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009247194,"about_ca_system_score_gemma":0.0003554066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649151,"about_ca_topic_score_gemma":0.02425882,"domain_scores_codex":[0.9999101,0.00001374898,0.000006451678,0.00001934191,0.00001411274,0.00003629964],"domain_scores_gemma":[0.9997717,0.00008322709,0.00004517683,0.00002655642,0.00004501297,0.00002840244],"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":[0.003038254,0.0004148643,0.619476,0.0002785153,0.0004818278,0.001401894,0.0005887978,0.2101429,0.1196028,0.001379358,0.002851346,0.04034357],"study_design_scores_gemma":[0.00005694763,0.0003517328,0.9305588,0.00001794071,0.00009948271,0.0001038348,0.0007578342,0.04851106,0.01726395,0.0002486955,0.001999813,0.00002988654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979129,0.0000452679,0.00007968902,0.00007064635,0.000005915175,0.000002696228,0.0003563521,0.00001659496,0.001509875],"genre_scores_gemma":[0.9989863,0.00004475854,0.00005285415,0.00002140469,0.000003695849,0.000003596695,0.0003296794,0.00001419474,0.0005434795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03649151,"threshold_uncertainty_score":0.07255822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009486905405664308,"score_gpt":0.2228754657606336,"score_spread":0.2133885603549693,"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."}}