{"id":"W4400829989","doi":"10.1029/2024gb008102","title":"Trends and Drivers of Terrestrial Sources and Sinks of Carbon Dioxide: An Overview of the TRENDY Project","year":2024,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Carbon sink; Environmental science; Carbon cycle; Biosphere; Global change; Sink (geography); Arid; Climate change; Terrestrial ecosystem; Atmospheric carbon cycle; Biogeochemical cycle; Climatology; Vegetation (pathology); Land cover; Land use, land-use change and forestry; Primary production; Greenhouse gas; Ecosystem; Atmospheric sciences; Land use; 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":[0.003973236,0.0008118725,0.0003711676,0.00334069,0.0002973134,0.001728842,0.0006988468,0.0004075821,0.001512935],"category_scores_gemma":[0.003530794,0.0002827238,0.0007657281,0.005579224,0.0003803574,0.002243293,0.001569905,0.0007509298,0.0002067534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229123,"about_ca_system_score_gemma":0.002743913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686914,"about_ca_topic_score_gemma":0.006005081,"domain_scores_codex":[0.9994356,0.0001374291,0.00004471227,0.0001593053,0.0001616112,0.00006136474],"domain_scores_gemma":[0.9978956,0.0005006038,0.000341536,0.0001681876,0.0009033493,0.000190668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002790295,0.0002065146,0.1716853,0.001024076,0.0003622952,0.0001173876,0.0002789521,0.02951212,0.001523995,0.01993386,0.01505206,0.7600244],"study_design_scores_gemma":[0.0001216523,0.0008098009,0.5182239,0.002855377,0.0004838858,0.00030016,0.001221715,0.150824,0.006099377,0.03903881,0.279851,0.0001701918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5676615,0.1760782,0.1241257,0.02274379,0.001113845,0.001271622,0.03735575,0.002336069,0.0673137],"genre_scores_gemma":[0.7429877,0.1302679,0.08899522,0.001191976,0.0008953645,0.0010633,0.02741936,0.0008046058,0.006374576],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01686914,"threshold_uncertainty_score":0.03354192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526130744257124,"score_gpt":0.2529306717434836,"score_spread":0.2376693643009124,"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."}}