{"id":"W1967914221","doi":"10.1029/2009jc005517","title":"Light absorption properties and absorption budget of Southeast Pacific waters","year":2010,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":197,"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; National Aeronautics and Space Administration","keywords":"Colored dissolved organic matter; Absorption (acoustics); Phytoplankton; Environmental science; Oceanography; Ocean gyre; Upwelling; Transect; Biogeochemical cycle; Mesopelagic zone; Biogeochemistry; Photic zone; Ocean color; Atmospheric sciences; Chlorophyll a; Chemistry; Geology; Pelagic zone; Subtropics; Physics; Environmental chemistry; Nutrient; Ecology; Biology","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":[0.0009374978,0.0001019098,0.0002475122,0.00003558606,0.0001142327,0.0001000334,0.00021472,0.00006945021,0.0004813159],"category_scores_gemma":[0.0001582055,0.00006248467,0.00008765733,0.0001953818,0.0001669242,0.0003400813,0.00003296011,0.0005782357,0.00008390229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003376419,"about_ca_system_score_gemma":0.00009179041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634346,"about_ca_topic_score_gemma":0.001194871,"domain_scores_codex":[0.9982877,0.0001517767,0.0003637384,0.000137127,0.0007595247,0.0003001064],"domain_scores_gemma":[0.9989651,0.0001294258,0.0001659419,0.0001404853,0.0003807488,0.0002183119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002181632,0.0003752369,0.3782035,0.0005653187,0.0001801841,0.00007756551,0.001856051,0.0001558374,0.3516461,0.0009709538,0.003002213,0.2607855],"study_design_scores_gemma":[0.001425942,0.004100353,0.925377,0.0003620384,0.00004329543,0.000193183,0.007290274,0.008979012,0.02113114,0.009430137,0.02122509,0.000442567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942149,0.00016141,0.000009998123,0.0004828881,0.0001947447,0.0001091911,0.000007302749,0.00000553879,0.004814023],"genre_scores_gemma":[0.9986491,0.0000840408,0.0001591287,0.000005061172,0.0003962026,6.689294e-7,0.000002434277,0.000004374934,0.0006989661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5471735,"threshold_uncertainty_score":0.5270072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390442090034997,"score_gpt":0.2425612851602528,"score_spread":0.2186568642599028,"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."}}