{"id":"W4319723854","doi":"10.1016/j.foreco.2023.120848","title":"TAMM review: Continuous root forestry—Living roots sustain the belowground ecosystem and soil carbon in managed forests","year":2023,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental science; Biodiversity; Ecosystem; Soil organic matter; Agroforestry; Soil carbon; Agronomy; Ecology; Biology; Soil water; Soil science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009118084,0.0001899747,0.0002851801,0.00004837918,0.0002362284,0.00005367577,0.0002169301,0.0001082697,0.00001304856],"category_scores_gemma":[0.00006244258,0.00008172436,0.00005383545,0.0004280625,0.00008529128,0.00005786302,0.000400921,0.0001490731,0.000008877571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000477781,"about_ca_system_score_gemma":0.000004087516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004551113,"about_ca_topic_score_gemma":0.3179307,"domain_scores_codex":[0.9985565,0.0001680699,0.0002846764,0.0003751589,0.0001350376,0.0004805387],"domain_scores_gemma":[0.9993724,0.0003288389,0.00009675023,0.0001049194,0.00002284196,0.00007426466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000241773,0.00004292149,0.9769542,0.0004832177,0.00006244688,0.0002095264,0.00006593664,0.00007046417,0.00001331171,0.006597609,0.001225681,0.0142505],"study_design_scores_gemma":[0.0002122689,0.0001140243,0.9885679,0.0001917783,0.00004995864,0.00001596866,0.0005457833,0.003998457,9.7847e-7,0.002085675,0.004050025,0.0001671566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993053,0.001432722,6.436993e-7,0.002452736,0.0001618354,0.0009186696,0.000007284016,0.00008591909,0.001887174],"genre_scores_gemma":[0.9921684,0.006065078,0.000003872162,0.0004127327,0.00005951286,0.000232228,0.00003614561,0.000002930101,0.001019135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3174756,"threshold_uncertainty_score":0.6945153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007345293698138568,"score_gpt":0.2075399778875495,"score_spread":0.2001946841894109,"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."}}