{"id":"W4289845647","doi":"10.1371/journal.pbio.3001702","title":"Kelp carbon sink potential decreases with warming due to accelerating decomposition","year":2022,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Victoria; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Bureau of Ocean Energy Management; Woods Hole Sea Grant, Woods Hole Oceanographic Institution; Agence Nationale de la Recherche; Norges Forskningsråd; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Australian Research Council; Sight Research UK; UK Research and Innovation","keywords":"Kelp; Environmental science; Carbon sink; Effects of global warming on oceans; Carbon cycle; Kelp forest; Latitude; Oceanography; Sink (geography); Ecology; Global warming; Blue carbon; Detritus; Ecosystem; Biology; Climate change; Carbon sequestration; Carbon dioxide; Geology","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":[0.0001615018,0.0002333353,0.0002414422,0.0001527573,0.0001969132,0.000351121,0.0002173514,0.0001791748,0.001166551],"category_scores_gemma":[0.0002396121,0.0001460913,0.0002090662,0.0001051316,0.0002027164,0.0002932434,0.0002428535,0.0004201895,0.0001537731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709251,"about_ca_system_score_gemma":0.0001555988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151875,"about_ca_topic_score_gemma":0.002433536,"domain_scores_codex":[0.9999255,0.00000944195,0.000004025262,0.00002816954,0.00001521782,0.00001751984],"domain_scores_gemma":[0.9996594,0.00006683164,0.0001100526,0.00004486427,0.00005134369,0.00006740747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009623382,0.0001263819,0.1611788,0.00006583522,0.00006748155,0.00008128215,0.000105369,0.001405962,0.8288904,0.0001057479,0.00008324574,0.006927189],"study_design_scores_gemma":[0.00002536567,0.0004837335,0.9297652,0.00000593626,0.00004360473,0.0001165315,0.0001312285,0.004082277,0.06474338,0.0002042435,0.0003902626,0.000008295959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993394,0.00002372706,0.0002911091,0.000005930153,8.795325e-7,0.000003813522,0.00006710942,0.00001021657,0.0002577921],"genre_scores_gemma":[0.9991467,0.00003477472,0.0004287705,0.00002459795,0.000001746873,0.00001552497,0.0001170212,0.000005929892,0.0002248997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151875,"threshold_uncertainty_score":0.003902495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158093862597355,"score_gpt":0.2124699241548328,"score_spread":0.1966605378950973,"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."}}