{"id":"W1482764025","doi":"10.1111/geb.12304","title":"The relative importance of climate, stand variables and liana abundance for carbon storage in tropical forests","year":2015,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Forest ecology and management","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Inter-American Institute for Global Change Research","keywords":"Liana; Basal area; Abundance (ecology); Climate change; Tropical climate; Environmental science; Tropical and subtropical dry broadleaf forests; Tropics; Ecology; Tropical forest; Range (aeronautics); Forestry; Agroforestry; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003405094,0.00008845708,0.0001426278,0.0000223363,0.0001132074,0.000007384027,0.00009313066,0.0001088791,0.000006466345],"category_scores_gemma":[0.00005917855,0.00006374164,0.00002652076,0.0001960521,0.000786137,0.0000720161,0.000133344,0.00005727783,8.063856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004232944,"about_ca_system_score_gemma":0.00001054865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383366,"about_ca_topic_score_gemma":0.020555,"domain_scores_codex":[0.9992417,0.0000511136,0.0001713163,0.0002172487,0.00005743873,0.0002611976],"domain_scores_gemma":[0.9996418,0.0001043887,0.00008495584,0.00009827706,0.000008605104,0.0000619496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738327,0.00003909994,0.9505627,0.000008944394,0.00001975975,0.000004708851,0.00003859305,0.00002928808,0.000001368828,0.04851856,0.0003799768,0.0002232198],"study_design_scores_gemma":[0.000652692,0.0003608781,0.9094741,0.000004156286,0.00001680582,0.000003112148,0.00007999634,0.0002179553,0.000002323712,0.08640253,0.002721326,0.00006415704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946245,0.0008957894,0.00007166532,0.000380631,0.0001215047,0.0003446604,0.00003734231,0.000007969541,0.003515971],"genre_scores_gemma":[0.9989167,0.0004318116,0.00049892,0.00008443365,0.000006546674,0.00004076674,0.00000296518,0.000002230345,0.00001562586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04108858,"threshold_uncertainty_score":0.9973173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005848817926644971,"score_gpt":0.2184174046417968,"score_spread":0.2125685867151519,"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."}}