{"id":"W4406405554","doi":"10.1007/s10533-024-01204-5","title":"Do coastal salt mudflats (sabkhas) contribute to the blue carbon sequestration?","year":2025,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund; University of Toronto; Canada Foundation for Innovation; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Blue carbon; Carbon sequestration; Environmental science; Ecosystem; Carbon fibers; Carbon cycle; Hydrology (agriculture); Geology; Ecology; Carbon dioxide; Geotechnical engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300312,0.0001649254,0.0001445494,0.00001584652,0.0001464262,0.00007968948,0.0003619766,0.0001057216,0.000226854],"category_scores_gemma":[0.00008347179,0.0001306122,0.00006225031,0.0003164916,0.00006782326,0.00004442109,0.0004077893,0.0001287157,0.0001767663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706944,"about_ca_system_score_gemma":0.00003893722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167319,"about_ca_topic_score_gemma":0.003556578,"domain_scores_codex":[0.9988398,0.0000251086,0.0002273946,0.0003560148,0.0002400628,0.0003116241],"domain_scores_gemma":[0.9992734,0.00005020719,0.00005612599,0.0004919812,0.00001610437,0.0001122356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001899305,0.0002248995,0.5633005,0.0001541815,0.0001169648,0.00006291138,0.0005174755,0.002717579,0.380184,0.0005852836,0.04621467,0.005731528],"study_design_scores_gemma":[0.002421675,0.0002323456,0.1547883,0.0004571152,0.0001966554,0.0001134316,0.001152844,0.02371957,0.4880649,0.002556173,0.3244133,0.001883721],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659575,0.00003639493,0.0002480611,0.001847989,0.0002349242,0.0002737926,0.0002152961,0.00006678318,0.0311193],"genre_scores_gemma":[0.9965523,0.00000706875,0.00006378822,0.000263072,0.00008121633,0.00003700767,0.00007636914,0.000008746561,0.002910394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4085123,"threshold_uncertainty_score":0.5326212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004701099561473838,"score_gpt":0.2199813180201917,"score_spread":0.2152802184587179,"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."}}