{"id":"W2077884244","doi":"10.5194/bg-6-149-2009","title":"Anthropogenic carbon distribution in the eastern South Pacific Ocean","year":2009,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; Natural Sciences and Engineering Research Council of Canada; Centre National d’Etudes Spatiales; European Space Agency; National Aeronautics and Space Administration","keywords":"Oceanography; Carbonate; Pacific ocean; Environmental science; Carbon fibers; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628136,0.00009319964,0.00008241559,0.00006890122,0.0002113116,0.0001269752,0.0003513047,0.0000370563,0.00006279796],"category_scores_gemma":[0.00005379134,0.00004938475,0.00003825307,0.0006456248,0.000256192,0.0001182041,0.000003081857,0.00006968722,0.00004981694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003043881,"about_ca_system_score_gemma":0.00003839218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007498048,"about_ca_topic_score_gemma":0.0001650354,"domain_scores_codex":[0.9988953,0.0001622454,0.000145245,0.0002332237,0.0003072386,0.000256721],"domain_scores_gemma":[0.9996225,0.0000849529,0.00005961455,0.0001675422,0.00001368161,0.00005169286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001934627,0.00002369467,0.9837074,0.000001717073,8.516533e-7,0.000007363749,0.0006973224,0.00003063055,0.00004803886,0.0000919814,0.00009098261,0.01528072],"study_design_scores_gemma":[0.00007917291,0.0001768598,0.9884579,0.000006679209,0.000003118564,0.000008433081,0.002041789,0.006427875,0.00009121678,0.0002223211,0.002390971,0.00009367564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957366,0.0004958776,0.00002107166,0.001456471,0.0002262765,0.000140042,0.00007378997,0.00002573076,0.001824169],"genre_scores_gemma":[0.9995944,0.00003946203,0.0000147731,0.0001454587,0.00006806358,1.622037e-7,0.00005543671,6.358496e-7,0.00008159655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518704,"threshold_uncertainty_score":0.2013852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506093629445172,"score_gpt":0.2260474711450346,"score_spread":0.2109865348505829,"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."}}