{"id":"W4411763971","doi":"10.1126/sciadv.adw1952","title":"Pathways of blue carbon export from kelp and seagrass beds along the Atlantic coast of Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Science Advances","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Blue carbon; Seagrass; Kelp; Kelp forest; Environmental science; Carbon sequestration; Oceanography; Carbon fibers; Carbon cycle; Ecosystem; Dissolved organic carbon; Nova scotia; Atmospheric carbon cycle; Total organic carbon; Fishery; Ecology; Carbon dioxide; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001427872,0.0002628218,0.000114043,0.0003178547,0.0003408544,0.0007568572,0.0001821864,0.0001760421,0.00105662],"category_scores_gemma":[0.0003524972,0.0001697175,0.0002925045,0.000217202,0.0002808944,0.0002131782,0.0004153334,0.0001901497,0.00008748924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065336,"about_ca_system_score_gemma":0.001168937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.512979,"about_ca_topic_score_gemma":0.5757819,"domain_scores_codex":[0.9999604,0.000003690896,0.000002619862,0.00001303415,0.000005387005,0.00001484791],"domain_scores_gemma":[0.9997898,0.00004281897,0.00004677423,0.000009328394,0.00005969515,0.0000516065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787339,0.00002534582,0.9691846,0.00003644403,0.00008223722,0.0003250083,0.0003075846,0.02005038,0.005510016,0.0005098868,0.0003748097,0.003414918],"study_design_scores_gemma":[0.00001340563,0.00001883381,0.9858245,0.00001544401,0.00001547092,0.00003543502,0.0003053864,0.0128713,0.0003151676,0.0001192163,0.0004559396,0.000009854505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987152,0.00004217765,0.00008253125,0.00003646435,0.000002071304,0.000003547204,0.0004307266,0.000005099115,0.0006823019],"genre_scores_gemma":[0.9982542,0.00005470648,0.0001134121,0.00001651795,0.000001054813,0.000003687485,0.0005071081,0.000004108445,0.001045142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487021,"threshold_uncertainty_score":0.9797783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034212350798785,"score_gpt":0.2167495455381285,"score_spread":0.2064074220301406,"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."}}