{"id":"W1992709528","doi":"10.1029/1999gb001206","title":"Approaches for reducing uncertainties in regional forest carbon balance","year":2000,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Harvard University","keywords":"Environmental science; Terrestrial ecosystem; Cycling; Carbon cycle; Ecosystem; Deposition (geology); Climate change; Atmospheric sciences; Physical geography; Ecology; Geography; Forestry; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004563202,0.00129982,0.0008639317,0.001148257,0.0005677246,0.001458261,0.002203695,0.001043792,0.001669563],"category_scores_gemma":[0.007825138,0.0006689327,0.001155295,0.0008813131,0.0007966609,0.002121946,0.002650854,0.001707588,0.0001697675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389451,"about_ca_system_score_gemma":0.001804708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040477,"about_ca_topic_score_gemma":0.009846248,"domain_scores_codex":[0.9987602,0.0005716031,0.00005955843,0.0002344222,0.000298552,0.00007557666],"domain_scores_gemma":[0.9975872,0.001248322,0.0002664317,0.0004123625,0.0004360494,0.0000496626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003024385,0.00004018997,0.001444463,0.00009009225,0.0002231106,0.00003372633,0.0001082756,0.8968576,0.00287498,0.04300657,0.000672722,0.05461799],"study_design_scores_gemma":[0.00002552342,0.00003091384,0.0005760634,0.00003283019,0.00008982404,0.00001491884,0.00005553402,0.9227218,0.001748918,0.07061442,0.004051841,0.00003741846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01637654,0.0005390534,0.9789781,0.0004605477,0.00004189822,0.00004434265,0.0001176002,0.0002574162,0.003184491],"genre_scores_gemma":[0.4134721,0.0007075155,0.5833949,0.0002809719,0.0000960845,0.0002226677,0.0002480058,0.0001994563,0.00137829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01040477,"threshold_uncertainty_score":0.02413279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425214238558793,"score_gpt":0.2111223278023133,"score_spread":0.1968701854167254,"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."}}