{"id":"W2013085580","doi":"10.1016/j.dsr.2009.10.002","title":"Three-year assessment of particulate organic carbon fluxes in Amundsen Gulf (Beaufort Sea): Satellite observations and sediment trap measurements","year":2009,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Sea ice; Oceanography; Sediment trap; Environmental science; Arctic; Arctic ice pack; Geology; Bloom; Atmospheric sciences; Water column","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088249,0.0005096148,0.000402895,0.0007735172,0.0005759765,0.0007953763,0.0005573135,0.001146834,0.0002748477],"category_scores_gemma":[0.0007612627,0.0003214638,0.0006569279,0.0008543602,0.0004227809,0.000703257,0.0005011633,0.0003111232,0.0001180351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664469,"about_ca_system_score_gemma":0.0009847259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2145388,"about_ca_topic_score_gemma":0.2468788,"domain_scores_codex":[0.9996144,0.00007300191,0.00003532897,0.0001072812,0.00009106244,0.00007905653],"domain_scores_gemma":[0.9994679,0.0001144525,0.0001274052,0.00005108536,0.0001450959,0.0000940788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002848504,0.0005717108,0.9294828,0.00007831201,0.0006910916,0.001018511,0.0006757437,0.02453914,0.02057159,0.0001404168,0.000817354,0.01856479],"study_design_scores_gemma":[0.00005248859,0.0002449575,0.9892002,0.000007544619,0.00008206835,0.00006610503,0.0001952605,0.007980065,0.001680466,0.00002553432,0.0004443001,0.00002086091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991637,0.00007317709,0.00009705073,0.00002383264,0.000004579434,0.000004543415,0.0004270703,0.000009126386,0.0001969917],"genre_scores_gemma":[0.9983214,0.00004740544,0.0004267422,0.00002347601,0.000003806126,0.000007587135,0.000951287,0.000003815415,0.0002145502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2145388,"threshold_uncertainty_score":0.42658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002912177449909,"score_gpt":0.3379354838613635,"score_spread":0.2376442661163726,"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."}}