{"id":"W4388501673","doi":"10.1038/s43247-023-01068-x","title":"Why blue carbon cannot truly offset fossil fuel emissions","year":2023,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Fossil fuel; Blue carbon; Liability; Carbon offset; Climate change; Environmental science; Offset (computer science); Carbon fibers; Stock (firearms); Vegetation (pathology); Sediment; Carbon stock; Natural resource economics; Carbon dioxide; Ecology; Business; Carbon sequestration; Geology; Oceanography; Computer science; Geography; Economics; Paleontology; Archaeology; Finance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00567863,0.0004386623,0.0005046656,0.00065832,0.002722932,0.005653059,0.001087399,0.008763293,0.02458035],"category_scores_gemma":[0.02166976,0.0002589261,0.0003618314,0.0006227128,0.006853394,0.008507332,0.00334869,0.009668746,0.005408667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004818854,"about_ca_system_score_gemma":0.006890594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01894442,"about_ca_topic_score_gemma":0.01688285,"domain_scores_codex":[0.9948334,0.001096789,0.0001096029,0.0005803314,0.002390221,0.0009896867],"domain_scores_gemma":[0.9889951,0.004810344,0.0004136079,0.0006947796,0.003693106,0.001393006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001434931,0.00005934048,0.001907314,0.0003995995,0.0000536604,0.0002489903,0.0007785221,0.001032886,0.001093023,0.5054986,0.4186143,0.07017014],"study_design_scores_gemma":[0.00003784121,0.00003900617,0.001649791,0.0005284361,0.00002510878,0.0001571111,0.001554087,0.0005756242,0.00114479,0.2896025,0.7046326,0.00005307951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0107522,0.01556748,0.002844817,0.7848601,0.009746766,0.00002202856,0.0002577234,0.0002137466,0.1757352],"genre_scores_gemma":[0.496042,0.01541066,0.004362383,0.3956169,0.005069797,0.00008801778,0.0002427189,0.0007322098,0.08243525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02458035,"threshold_uncertainty_score":0.0822295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256460139435453,"score_gpt":0.2311184090160742,"score_spread":0.2085538076217196,"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."}}