{"id":"W4389558985","doi":"10.1038/s41467-023-44037-w","title":"Carbonate chemistry and carbon sequestration driven by inorganic carbon outwelling from mangroves and saltmarshes","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Vetenskapsrådet","keywords":"Mangrove; Carbon sequestration; Carbon fibers; Carbonate; Blue carbon; Environmental science; Environmental chemistry; Chemistry; Ecology; Carbon dioxide; Materials science; Biology","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":[0.0001282277,0.0001948455,0.0001888102,0.0004065246,0.0003648679,0.0003872171,0.0001459903,0.0001874729,0.0009043661],"category_scores_gemma":[0.0002248289,0.0001357298,0.0001835835,0.0002323589,0.00032895,0.0002832775,0.0004617375,0.0001485504,0.0001228764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897019,"about_ca_system_score_gemma":0.0002454935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094428,"about_ca_topic_score_gemma":0.03338605,"domain_scores_codex":[0.9999479,0.00000629157,0.000004146546,0.00001752027,0.000008675141,0.00001534676],"domain_scores_gemma":[0.9998114,0.00001694137,0.00005691344,0.00001216865,0.00004184201,0.00006075322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002240105,0.00002814899,0.9257911,0.00002971754,0.00006359925,0.0001144231,0.0004577684,0.0001843246,0.07020151,0.00005818495,0.00005078792,0.002796446],"study_design_scores_gemma":[0.000001454602,0.00001470341,0.9992362,0.00000106248,0.000005240272,0.00001664571,0.0001023124,0.0001716643,0.0003998398,0.0000119334,0.00003764665,0.000001233436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999849,0.00001319178,0.000009630313,0.000005635507,2.963238e-7,4.929462e-7,0.0000390245,8.164458e-7,0.00008206096],"genre_scores_gemma":[0.9998162,0.00001609998,0.00001969833,0.00000581245,0.000001191627,7.03557e-7,0.00006206152,7.937184e-7,0.00007746786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02094428,"threshold_uncertainty_score":0.04164469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00677924454295136,"score_gpt":0.2206459316196869,"score_spread":0.2138666870767356,"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."}}