{"id":"W2944796417","doi":"10.1111/gcb.14677","title":"Effects of 21st‐century climate, land use, and disturbances on ecosystem carbon balance in California","year":2019,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"National Science Foundation of Sri Lanka; U.S. Geological Survey; California Energy Commission","keywords":"Environmental science; Ecosystem; Carbon sink; Radiative forcing; Terrestrial ecosystem; Sink (geography); Climate change; Atmospheric sciences; Carbon cycle; Carbon sequestration; Climatology; Carbon dioxide; Ecology; Geography; Geology","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":[0.000694461,0.0004292557,0.0003135265,0.0006199034,0.0006431389,0.001588836,0.0006875697,0.0005410056,0.001584089],"category_scores_gemma":[0.001097725,0.0003069999,0.0007692545,0.0006754661,0.0004558314,0.0006381165,0.0006093958,0.0004356659,0.00009019297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361846,"about_ca_system_score_gemma":0.001202615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2321425,"about_ca_topic_score_gemma":0.2333192,"domain_scores_codex":[0.9997472,0.00004867882,0.00002186348,0.00007406462,0.00004467769,0.0000634995],"domain_scores_gemma":[0.9994282,0.0001304587,0.0001356354,0.00004731339,0.0001418856,0.0001164916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003737529,0.0002259361,0.6525255,0.0002079391,0.0006738288,0.000404732,0.0002280054,0.3231613,0.001771881,0.002706923,0.006109664,0.01161055],"study_design_scores_gemma":[0.0001871341,0.0002774168,0.7931643,0.0001083187,0.0004230342,0.000152816,0.0007131915,0.193906,0.001109699,0.002435778,0.007415077,0.0001071595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945874,0.0005406347,0.0002757318,0.0003899433,0.0000233078,0.00001325174,0.001434,0.00004773643,0.002687955],"genre_scores_gemma":[0.9985606,0.0003031905,0.0001792262,0.00004895436,0.000007050904,0.000007051361,0.0006517238,0.000005470019,0.0002367171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321425,"threshold_uncertainty_score":0.4615826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005943611445999734,"score_gpt":0.1956059599371425,"score_spread":0.1896623484911427,"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."}}