{"id":"W4387002710","doi":"10.1111/gcb.16943","title":"Blue carbon benefits from global saltmarsh restoration","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Cambridge","keywords":"Salt marsh; Greenhouse gas; Blue carbon; Environmental science; Marsh; Carbon fibers; Carbon sequestration; Soil carbon; Carbon cycle; Global warming; Climate change; Ecology; Carbon dioxide; Ecosystem; Wetland; Biology; Soil water; Soil science","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":[0.001275271,0.0004033627,0.0002732805,0.0007916001,0.0003511456,0.001062212,0.00025854,0.0003480094,0.005330377],"category_scores_gemma":[0.002607376,0.00007833727,0.0005930595,0.001201514,0.0007886773,0.0009558394,0.001661349,0.0003688686,0.000193187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255052,"about_ca_system_score_gemma":0.001037684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103967,"about_ca_topic_score_gemma":0.04724891,"domain_scores_codex":[0.999568,0.0001527266,0.00002451369,0.00007879891,0.00008397729,0.00009185496],"domain_scores_gemma":[0.9988011,0.0002338755,0.0004015466,0.0001177003,0.0003026265,0.0001431341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001816221,0.0002420453,0.6316149,0.003723582,0.001814248,0.0008744238,0.001722114,0.02580098,0.01784668,0.01267341,0.00790881,0.2939626],"study_design_scores_gemma":[0.00003714012,0.0004309535,0.9600801,0.0004299576,0.000807759,0.000186572,0.004185397,0.002785197,0.003151903,0.007440726,0.02042476,0.0000395514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829579,0.002711633,0.0007567354,0.002226653,0.00004428721,0.00002431386,0.001802858,0.00003791863,0.0094376],"genre_scores_gemma":[0.9982411,0.0004759666,0.000273261,0.0002190511,0.00001329383,0.000005851821,0.000319205,0.00000541819,0.0004467861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103967,"threshold_uncertainty_score":0.02195084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288319319384281,"score_gpt":0.2587654297439122,"score_spread":0.2258822365500694,"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."}}