{"id":"W4408430366","doi":"10.5194/egusphere-egu25-14267","title":"Widespread sink limitations on forest biomass growth in the Northern Hemisphere","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Forest ecology and management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sink (geography); Biomass (ecology); Environmental science; Northern Hemisphere; Agroforestry; Geography; Ecology; Atmospheric sciences; Biology; Geology; Cartography","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":[0.000331453,0.0003044699,0.0002877662,0.0002347917,0.0002843162,0.0004894844,0.0002270328,0.0001619227,0.001132736],"category_scores_gemma":[0.0005993844,0.0001915783,0.0003012386,0.0004371902,0.0003325307,0.000537027,0.0002908832,0.0002133659,0.0001532745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006486981,"about_ca_system_score_gemma":0.0004658525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03648197,"about_ca_topic_score_gemma":0.05361551,"domain_scores_codex":[0.9999014,0.00001373491,0.000004806186,0.00004199041,0.00001821108,0.00001979243],"domain_scores_gemma":[0.9997943,0.00005967203,0.00007711911,0.00002231178,0.00002108995,0.00002555411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002749617,0.00006653355,0.798757,0.0001644033,0.0002235278,0.0005563884,0.0007208178,0.05840367,0.07722212,0.002384803,0.001060737,0.06016504],"study_design_scores_gemma":[0.000004750381,0.00001279146,0.9794921,0.000005731375,0.00001889359,0.00006769218,0.00008517816,0.01756445,0.001123627,0.0007648388,0.0008493174,0.00001070268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99557,0.0001885196,0.002237651,0.00005430896,0.000003592865,0.000002567323,0.0003913828,0.00008703346,0.001465016],"genre_scores_gemma":[0.9989824,0.0001214691,0.0004280606,0.00001308691,0.000004430938,0.00000237644,0.0002936572,0.000006952699,0.0001477279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03648197,"threshold_uncertainty_score":0.07253927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187443206437568,"score_gpt":0.2311792247281405,"score_spread":0.2124349040843837,"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."}}