{"id":"W4302079078","doi":"10.5194/bg-5-171-2008","title":"Relationships between the surface concentration of particulate organic carbon and optical properties in the eastern South Pacific and eastern Atlantic Oceans","year":2008,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"San Diego State University","keywords":"Particulate organic carbon; Oceanography; Particulates; Environmental science; Particulate organic matter; Total organic carbon; Carbon fibers; Climatology; Environmental chemistry; Geology; Chemistry; Materials science; Nutrient; Phytoplankton","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627783,0.0000751961,0.0001051615,0.00001841395,0.0002206618,0.00006362858,0.0001189203,0.00003211077,0.000007742063],"category_scores_gemma":[0.00005289387,0.00003581143,0.00001236211,0.0002355334,0.00041716,0.0001217839,0.00001610048,0.00008477903,0.000003968607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001007708,"about_ca_system_score_gemma":0.00003546196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447735,"about_ca_topic_score_gemma":0.003751881,"domain_scores_codex":[0.9990926,0.0001720082,0.0001885929,0.0001590706,0.0002269243,0.0001608293],"domain_scores_gemma":[0.9996343,0.0001536586,0.00006428279,0.00008693981,0.00001698979,0.00004383838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000437609,0.000003770674,0.9964162,0.000008412682,0.000001842165,0.000001774409,0.003057582,0.00001253324,0.00003310233,0.00001379501,8.127324e-7,0.0004458752],"study_design_scores_gemma":[0.0000776042,0.00007007892,0.9706727,0.00001599579,0.000009058079,0.00002006948,0.004368008,0.02459619,0.00004636559,0.00003382432,0.00003154281,0.00005856304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982334,0.0003851232,0.000005792038,0.0003909842,0.00004196367,0.0001737504,0.00000744616,0.000006475685,0.0007551046],"genre_scores_gemma":[0.9998462,0.00005743864,0.000007396354,0.000009306574,0.00002491826,4.806248e-7,0.000004358943,0.000001014695,0.00004891592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02574343,"threshold_uncertainty_score":0.6768444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024011568737259,"score_gpt":0.1900185342481797,"score_spread":0.1497784185608071,"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."}}