{"id":"W4394735210","doi":"10.5194/os-20-521-2024","title":"Surface factors controlling the volume of accumulated Labrador Sea Water","year":2024,"lang":"en","type":"article","venue":"Ocean science","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Centre National de la Recherche Scientifique; Sight Research UK","keywords":"Water mass; Forcing (mathematics); Wind stress; Buoyancy; Climatology; Convection; Environmental science; Boundary current; Oceanography; Geology; Volume (thermodynamics); Ocean current; Meteorology; Geography; Mechanics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008216568,0.0001183285,0.0001352743,0.00002778397,0.0003257566,0.000269443,0.0006865699,0.00003155762,0.0008483231],"category_scores_gemma":[0.00005725153,0.00005405039,0.00005867193,0.001161132,0.0007977358,0.0005733861,0.00002651274,0.0001246278,0.00009105295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002908812,"about_ca_system_score_gemma":0.0001333227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006085153,"about_ca_topic_score_gemma":0.00004492522,"domain_scores_codex":[0.9985946,0.00002674057,0.0001881769,0.0002988365,0.0005059657,0.0003857079],"domain_scores_gemma":[0.9994474,0.0001563336,0.00003371987,0.0001884465,0.00007742079,0.00009666319],"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":[0.00001539801,0.00001147118,0.9709156,0.00006562412,0.00002453541,0.0000124894,0.002246062,0.01759606,0.001559714,0.0001136541,0.000727649,0.006711712],"study_design_scores_gemma":[0.0002310554,0.0001738998,0.3351717,0.0001044085,0.0000495488,0.00001504871,0.001863042,0.6240912,0.02304673,0.001135147,0.01369366,0.0004245755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961565,0.001226382,0.0002166246,0.0004210105,0.0004511169,0.00009349202,0.00003197187,0.00008366677,0.001319291],"genre_scores_gemma":[0.999085,0.0000418302,0.0001795249,0.00008326306,0.00003290196,3.649118e-8,0.000008875478,0.000003039545,0.0005655305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635744,"threshold_uncertainty_score":0.9288543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364106125299419,"score_gpt":0.2245389849822718,"score_spread":0.2108979237292776,"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."}}