{"id":"W2250723201","doi":"10.1007/978-3-319-14592-1_4","title":"Liana Effects on Carbon Storage and Uptake in Mature and Secondary Tropical Forests","year":2015,"lang":"en","type":"book-chapter","venue":"Sustainable development and biodiversity","topic":"Forest ecology and management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Liana; Biomass (ecology); Carbon sequestration; Carbon cycle; Environmental science; Carbon fibers; Biology; Tropical forest; Tropical climate; Agroforestry; Tropics; Ecology; Ecosystem; Carbon dioxide","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":[0.0001871449,0.0002467082,0.0002435505,0.0001200983,0.0001908637,0.00002920438,0.00009118077,0.0003027268,0.0001342031],"category_scores_gemma":[0.00001201274,0.0002287792,0.00001574385,0.00003315981,0.0002169822,0.00008901142,0.0007492478,0.000305072,0.0000278908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845305,"about_ca_system_score_gemma":0.00004278331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000091409,"about_ca_topic_score_gemma":0.000934921,"domain_scores_codex":[0.9989426,0.00001688237,0.0001152804,0.0004416411,0.0001755999,0.0003080353],"domain_scores_gemma":[0.999664,0.00002322239,0.00005765504,0.0001026617,0.000009622735,0.0001428029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001558894,0.0002221182,0.6532677,0.003161492,0.000384802,0.01435331,0.007581188,0.00002607759,0.000003192365,0.1034773,0.135329,0.08063493],"study_design_scores_gemma":[0.0008064274,0.0001755925,0.67615,0.00003650452,0.00002898296,0.000004636111,0.0002751927,0.000006170741,0.000005562528,0.006531704,0.315672,0.0003072798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440017,0.0005747519,0.00000184489,0.0003019553,0.00009282466,0.000641836,0.000007514778,0.00002530419,0.1543523],"genre_scores_gemma":[0.5601821,0.0003677914,0.0004248052,0.0006477063,0.00003571097,0.0000150955,0.0000841106,0.0000194006,0.4382233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.283871,"threshold_uncertainty_score":0.9329343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006570171748849931,"score_gpt":0.1721551504758798,"score_spread":0.1655849787270298,"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."}}