{"id":"W935199543","doi":"","title":"Acidification and transports of water masses and CO2 in the North Atlantic","year":2015,"lang":"en","type":"dissertation","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Water mass; Geology; Environmental science; Geography","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":[0.006319068,0.0002644355,0.000331562,0.0003497124,0.000236166,0.0004780995,0.0003926868,0.000198601,0.0001502069],"category_scores_gemma":[0.003232895,0.00016587,0.00005944717,0.0005225328,0.0003557764,0.0006184664,0.00001265019,0.000473868,0.00005798911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261133,"about_ca_system_score_gemma":0.002575886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008539679,"about_ca_topic_score_gemma":0.01277837,"domain_scores_codex":[0.9918589,0.0002762326,0.0005006774,0.0005379296,0.006387603,0.0004386846],"domain_scores_gemma":[0.9937552,0.001241334,0.0001506261,0.0002487588,0.004419717,0.0001844004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004975352,0.0012304,0.7243998,0.004200398,0.0005245132,0.0003203345,0.03578265,0.001079071,0.001122493,0.004041062,0.08737047,0.1349535],"study_design_scores_gemma":[0.0006060711,0.0002938491,0.9081563,0.0001538319,0.00002831242,0.00002799693,0.002397469,0.0006158261,0.0001135376,0.005481659,0.08175731,0.0003677653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754151,0.001541272,0.000002028459,0.0004293165,0.0001192081,0.0007080926,0.0007435793,0.00001840826,0.02102298],"genre_scores_gemma":[0.9927227,0.0008923499,0.00001697173,0.00005278347,0.0001024366,0.0000164422,0.004435014,0.00001369455,0.001747597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837566,"threshold_uncertainty_score":0.7130632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071629516274179,"score_gpt":0.3092753867657493,"score_spread":0.2021124351383314,"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."}}