{"id":"W2156360702","doi":"10.1002/2015jc011087","title":"Effect of sea‐ice melt on inherent optical properties and vertical distribution of solar radiant heating in Arctic surface waters","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Narodowe Centrum Badań i Rozwoju; Norsk Polarinstitutt","keywords":"Colored dissolved organic matter; Sea ice; Melt pond; Arctic; Oceanography; Arctic ice pack; Meltwater; Geology; Mixed layer; Environmental science; Stratification (seeds); Canada Basin; Terrigenous sediment; Atmospheric sciences; Phytoplankton; Sea ice thickness; Snow; Geomorphology; Structural basin; Chemistry; Nutrient","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":[0.002934551,0.0001102263,0.0003940664,0.00007848757,0.00005895417,0.00002566012,0.0001615913,0.00006090085,0.00001061542],"category_scores_gemma":[0.001989319,0.00006743876,0.00008003465,0.0002097247,0.0004604021,0.0001963828,0.00003381613,0.0006559105,0.000008035539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004678153,"about_ca_system_score_gemma":0.0001891915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744636,"about_ca_topic_score_gemma":0.00005686041,"domain_scores_codex":[0.9974296,0.0006119672,0.0004237765,0.0001351579,0.001022207,0.0003772954],"domain_scores_gemma":[0.9978164,0.001393773,0.00007494463,0.00009963569,0.0002932916,0.0003218996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00809891,0.000603143,0.926743,0.0008474927,0.0001373788,0.0002443276,0.002359775,0.009646625,0.002394684,0.0005153426,0.0001483422,0.04826095],"study_design_scores_gemma":[0.003051056,0.02098503,0.7748596,0.001319582,0.00008577595,0.0001116183,0.001776745,0.1800682,0.01587303,0.001549978,0.00004907645,0.0002703614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990057,0.0000775724,0.00007114573,0.0005478588,0.00006327791,0.0001442176,0.00001134369,0.000002017492,0.00007686772],"genre_scores_gemma":[0.9997543,0.00006833713,0.0000799436,0.000009519325,0.00006420767,1.963134e-7,0.000007004818,0.000003592009,0.00001296401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704215,"threshold_uncertainty_score":0.2849641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104839556578659,"score_gpt":0.2875197158309072,"score_spread":0.2464713202651206,"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."}}