{"id":"W4402153194","doi":"10.5194/bg-21-3617-2024","title":"Estimates of carbon sequestration potential in an expanding Arctic fjord (Hornsund, Svalbard) affected by dark plumes of glacial meltwater","year":2024,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Environment Research Council; Deutscher Akademischer Austauschdienst; Narodowa Agencja Wymiany Akademickiej; Narodowe Centrum Nauki; Bundesministerium für Bildung und Forschung; UK Research and Innovation","keywords":"Meltwater; Fjord; Glacier; Oceanography; Environmental science; Arctic; Glacial period; Sea ice; Biogeochemical cycle; Phytoplankton; Geology; Physical geography; Geomorphology; Ecology; Geography","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":[0.0002314058,0.000515427,0.0003798913,0.0005838692,0.0004954599,0.0006278376,0.0003236472,0.000468044,0.0003249974],"category_scores_gemma":[0.0003164972,0.000243794,0.0006397491,0.0004098696,0.000244511,0.0003176211,0.0003719944,0.000195314,0.00008090906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160809,"about_ca_system_score_gemma":0.0006492395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1357499,"about_ca_topic_score_gemma":0.1256156,"domain_scores_codex":[0.9999256,0.00001154935,0.000006581337,0.00002166069,0.00001360247,0.0000210321],"domain_scores_gemma":[0.999897,0.00002129139,0.00001705526,0.00001240322,0.00002382017,0.0000283609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006757728,0.0001981186,0.8542521,0.00007622666,0.00040723,0.0009513039,0.0001691064,0.1100319,0.0248933,0.0001766835,0.0003123201,0.007855854],"study_design_scores_gemma":[0.00004351067,0.000151678,0.8322477,0.0000132926,0.000139384,0.00009428208,0.0002677067,0.1629241,0.003471687,0.00006223493,0.0005625098,0.00002201916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996088,0.00003932375,0.00008135926,0.000005101688,0.000002271466,0.000001456862,0.0001386907,0.000009328557,0.0001137152],"genre_scores_gemma":[0.9992827,0.00003028494,0.0001820527,0.000003375172,0.000001615073,0.000002157491,0.0004201968,0.000002793002,0.00007482281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357499,"threshold_uncertainty_score":0.2699195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674888380567437,"score_gpt":0.2492766952597251,"score_spread":0.2325278114540507,"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."}}