{"id":"W4390980885","doi":"10.1111/nph.19511","title":"Tropical forests and global change: biogeochemical responses and opportunities for crossâsite comparisons, an organized INSPIRE session at the 108th Annual Meeting, Ecological Society of America, Portland, Oregon, USA, August 2023","year":2024,"lang":"en","type":"article","venue":"New Phytologist","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Oak Ridge National Laboratory; Office of Science; U.S. Department of Energy; European Commission; Sight Research UK; Ecological Society of America; Smithsonian Tropical Research Institute; Office of Experimental Program to Stimulate Competitive Research; UT-Battelle; Battelle; Natural Environment Research Council; National Science Foundation","keywords":"Biome; Global change; Biogeochemistry; Ecosystem; Primary production; Climate change; Environmental science; Ecology; Terrestrial ecosystem; Global warming; Biogeochemical cycle; Forest ecology; Tropics; Biomass (ecology); Biology","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":[0.008400635,0.0008119828,0.000711532,0.001110189,0.001850074,0.004035212,0.001222062,0.001698068,0.04504539],"category_scores_gemma":[0.005332051,0.0004599224,0.000849452,0.001754569,0.001223279,0.00423991,0.004659283,0.003648881,0.005708786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943809,"about_ca_system_score_gemma":0.002492596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00738462,"about_ca_topic_score_gemma":0.02142938,"domain_scores_codex":[0.9988953,0.0003905655,0.00004736666,0.0002233284,0.0002548096,0.0001885781],"domain_scores_gemma":[0.9971516,0.0007625055,0.0002207325,0.0001399696,0.0008289155,0.0008964072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001610265,0.00006544279,0.003725011,0.0005630307,0.00005271842,0.00004735819,0.0008751829,0.0002170521,0.001293238,0.002975707,0.8481311,0.1418933],"study_design_scores_gemma":[0.00004580786,0.0001112157,0.03925211,0.0007889489,0.00005423191,0.00006222394,0.00380023,0.0003063868,0.0003288405,0.008666297,0.9465263,0.0000573865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02559426,0.1397823,0.009928168,0.5603697,0.128859,0.0009962968,0.01432543,0.000780271,0.1193646],"genre_scores_gemma":[0.2506143,0.2269824,0.02960038,0.0983541,0.1110871,0.003443325,0.02797023,0.001933619,0.2500146],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04504539,"threshold_uncertainty_score":0.1506918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621146723795869,"score_gpt":0.289227451891667,"score_spread":0.2430159846537084,"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."}}