{"id":"W2170178421","doi":"10.1002/jgrc.20308","title":"Penetration of UV‐visible solar radiation in the global oceans: Insights from ocean color remote sensing","year":2013,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China; Natural Environment Research Council; Sight Research UK","keywords":"Ocean color; Attenuation; Radiative transfer; Radiation; Attenuation coefficient; Penetration depth; Environmental science; Wavelength; Satellite; Absorption (acoustics); Photic zone; Colored dissolved organic matter; Atmospheric sciences; Remote sensing; Optics; Physics; Geology; Astronomy; Chemistry","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":[0.001028926,0.0001079926,0.0002624154,0.0001448291,0.0001271881,0.0001652222,0.000388554,0.00007310347,0.0001753869],"category_scores_gemma":[0.0005280058,0.00006826447,0.0001069466,0.0006202337,0.00009830948,0.0006020271,0.00002432273,0.0005015319,0.0000782464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002901682,"about_ca_system_score_gemma":0.0002238621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02918334,"about_ca_topic_score_gemma":0.006509278,"domain_scores_codex":[0.9971953,0.0006650848,0.0005285325,0.0001557488,0.001141192,0.0003141406],"domain_scores_gemma":[0.9979424,0.001073203,0.0002318477,0.0001859168,0.000420671,0.0001459618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006060613,0.0003186917,0.2189539,0.0001090847,0.0001514658,0.0002686459,0.003053161,0.002006739,0.001162026,0.0009073969,0.01233521,0.7601276],"study_design_scores_gemma":[0.0006402769,0.001091239,0.8016653,0.000108881,0.00001551503,0.00002572825,0.00157425,0.1534462,0.0002019705,0.03910403,0.001995698,0.0001308961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948503,0.0002283417,0.0003242906,0.0008594816,0.0001368809,0.0002524283,0.0000220066,0.000003883571,0.003322355],"genre_scores_gemma":[0.9990259,0.0001473162,0.0002666165,0.00008069012,0.0003882835,3.862076e-8,0.00002383035,0.000002919629,0.00006438236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7599967,"threshold_uncertainty_score":0.9772814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471717548996249,"score_gpt":0.2747397850388746,"score_spread":0.2500226095489121,"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."}}