{"id":"W2010763720","doi":"10.1016/j.marchem.2014.07.007","title":"Chromophoric dissolved organic matter (CDOM) in first-year sea ice in the western Canadian Arctic","year":2014,"lang":"en","type":"article","venue":"Marine Chemistry","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Colored dissolved organic matter; Sea ice; Oceanography; Environmental science; Dissolved organic carbon; Arctic ice pack; Arctic; Melt pond; Ocean color; Antarctic sea ice; Geology; Atmospheric sciences; Phytoplankton; Chemistry; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003678858,0.0003674273,0.0004296225,0.001580051,0.003336676,0.001483807,0.0007811856,0.0005932616,0.0008854885],"category_scores_gemma":[0.0008229453,0.0002757009,0.0003898123,0.002179632,0.0008396771,0.0005185911,0.0006535972,0.0004471573,0.0001440916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01854271,"about_ca_system_score_gemma":0.01361333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993984,"about_ca_topic_score_gemma":0.996601,"domain_scores_codex":[0.9997143,0.00001071093,0.00001482033,0.00005538887,0.00007982907,0.0001248815],"domain_scores_gemma":[0.9991921,0.00004195018,0.00008046447,0.00001141728,0.0004529514,0.0002210538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198485,0.00004688553,0.9883823,0.00006351947,0.00009892837,0.0001231594,0.001449729,0.0003542102,0.00241133,0.0001217949,0.00059081,0.006037559],"study_design_scores_gemma":[0.000002587474,0.000006487494,0.998336,0.000009758471,0.00001569175,0.00002104044,0.0008248519,0.0001383686,0.0001296958,0.000008180144,0.0005027311,0.000004665522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997758,0.000533457,0.00003632768,0.00006307091,0.00001062992,0.000004120733,0.0007293259,0.000003466886,0.000861697],"genre_scores_gemma":[0.9982036,0.0002596648,0.00007034768,0.00003929871,0.000004356336,0.000003433922,0.0005816264,0.000003176355,0.000834399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854271,"threshold_uncertainty_score":0.1345374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004522258655308114,"score_gpt":0.1605815640766621,"score_spread":0.156059305421354,"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."}}