{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005528457,0.000150083,0.0002323735,0.0001115716,0.001346438,0.0000253628,0.0008792237,0.0002187121,0.000121068],"category_scores_gemma":[0.00008716482,0.00009010333,0.00008017245,0.0005147133,0.0005783939,0.00009428235,0.0001028833,0.0008436363,0.000005356727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001312389,"about_ca_system_score_gemma":0.000122599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006807291,"about_ca_topic_score_gemma":0.0001328644,"domain_scores_codex":[0.9983807,0.0001919437,0.0001532785,0.0003196004,0.000604101,0.0003503926],"domain_scores_gemma":[0.9987145,0.0005909568,0.00009271203,0.0003422989,0.0002059345,0.00005356145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0103804,0.001166131,0.7006966,0.01673087,0.004862319,0.006861981,0.02108457,0.00154085,0.1189862,0.004686332,0.02203263,0.09097101],"study_design_scores_gemma":[0.001994398,0.005889617,0.1182549,0.002228394,0.0004021875,0.0001686069,0.08363885,0.004126801,0.7186481,0.002171887,0.06108265,0.001393608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908444,0.004328523,7.97169e-7,0.000520568,0.0002036027,0.000356218,0.00001299091,0.00004086516,0.003692053],"genre_scores_gemma":[0.9893142,0.002125076,0.00002073156,0.000004738992,0.00001303597,3.98777e-7,0.00004438218,0.000005757778,0.008471695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5996618,"threshold_uncertainty_score":0.9999537,"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."}}