{"id":"W2153220869","doi":"10.5194/bg-10-2761-2013","title":"UV/PAR radiation and DOM properties in surface coastal waters of the Canadian shelf of the Beaufort Sea during summer 2009","year":2013,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; European Space Agency","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Spectral slope; Environmental science; Photosynthetically active radiation; Arctic; Oceanography; Surface water; Seawater; Thermokarst; Environmental chemistry; Beaufort sea; Phytoplankton; Chemistry; Geology; Spectral line; Nutrient","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001969058,0.0004218861,0.0003000646,0.0006437451,0.002199834,0.0008826817,0.0004837557,0.0003412329,0.001116067],"category_scores_gemma":[0.0003260423,0.0002285036,0.0003161712,0.001315933,0.0004293355,0.0002940508,0.0003368393,0.0003195787,0.0001902823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034803,"about_ca_system_score_gemma":0.00583296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840635,"about_ca_topic_score_gemma":0.9937686,"domain_scores_codex":[0.9997743,0.000008115538,0.00000692202,0.00005687703,0.00009687879,0.00005697747],"domain_scores_gemma":[0.9995719,0.00001665924,0.00004832391,0.00001130897,0.0002807287,0.00007104585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003445328,0.00003703508,0.9663598,0.00008366887,0.0001369263,0.0003054817,0.001127339,0.0006953912,0.0157052,0.00008812408,0.001683731,0.01343283],"study_design_scores_gemma":[0.000001939192,0.000007928372,0.9984706,0.000004646523,0.000008686015,0.00002181477,0.0002717822,0.0002095377,0.0002557923,0.000002833783,0.0007391733,0.000005337798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957874,0.0003011201,0.00008816559,0.00006747993,0.000008972758,0.00001266618,0.00191109,0.00001283677,0.001810197],"genre_scores_gemma":[0.9960239,0.0001536726,0.000343846,0.00008209735,0.000006014036,0.00001060548,0.001776629,0.000006395032,0.001596706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593649,"threshold_uncertainty_score":0.07508051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000659255991764,"score_gpt":0.1627771824525418,"score_spread":0.1527705898926241,"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."}}