{"id":"W2345573680","doi":"10.1016/j.dsr2.2016.04.017","title":"The potential role of sea ice melt in the distribution of chromophoric dissolved organic matter in the Chukchi and Beaufort Seas","year":2016,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Colored dissolved organic matter; Sea ice; Oceanography; Water column; Melt pond; Environmental science; Phytoplankton; Arctic ice pack; Canada Basin; Sea ice thickness; Cryosphere; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146522,0.0001187407,0.000214094,0.00008903766,0.0004185382,0.00002414608,0.0005118151,0.0000603869,0.00005756947],"category_scores_gemma":[0.0002279425,0.00004901209,0.00007089419,0.0009497505,0.001304676,0.00009791139,0.0001308249,0.0003421502,0.000004171694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001295214,"about_ca_system_score_gemma":0.00002350107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003527289,"about_ca_topic_score_gemma":0.00361261,"domain_scores_codex":[0.9976169,0.0006310597,0.0003498037,0.0002250234,0.0006762594,0.000500906],"domain_scores_gemma":[0.998023,0.001515848,0.00006038694,0.000268952,0.00008886335,0.00004292791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009769637,0.00007220094,0.988293,0.00003089622,0.00003212857,0.000012738,0.001992613,0.000005780816,0.000008997529,0.0003766094,0.0003402261,0.008737096],"study_design_scores_gemma":[0.0003635302,0.0002133092,0.9829861,0.00005556003,0.000008310165,0.000007909858,0.008861642,0.0004393015,0.00001667372,0.004768951,0.002203282,0.00007544579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925451,0.002394707,0.00002046929,0.004272548,0.00007241192,0.0003553042,0.00005225941,0.000002985017,0.0002841732],"genre_scores_gemma":[0.9942058,0.005592152,0.00001379322,0.00007228232,0.00006786628,0.000009246185,0.00002399499,0.000002436229,0.00001237937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00866165,"threshold_uncertainty_score":0.4807133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231562800544234,"score_gpt":0.2862887110863446,"score_spread":0.2631324310319212,"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."}}