{"id":"W2095116905","doi":"10.1016/j.foreco.2006.01.022","title":"Development of tree volume equations for common timber species in the tropical rain forest area of Nigeria","year":2006,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Forest ecology and management","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Diameter at breast height; Discriminant function analysis; Genus; Volume (thermodynamics); Mathematics; Ecology; Global biodiversity; Tropics; Linear discriminant analysis; Tropical rain forest; Common species; Cluster (spacecraft); Geography; Forestry; Statistics; Rainforest; Biology; Biodiversity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162544,0.0003629134,0.0005046661,0.0008676572,0.0004267597,0.0009165953,0.001028187,0.0004378116,0.001330119],"category_scores_gemma":[0.004215634,0.0004358314,0.0006384593,0.0007114395,0.0002162395,0.001069455,0.0004409128,0.0007969171,0.0002698239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302261,"about_ca_system_score_gemma":0.001304212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03652587,"about_ca_topic_score_gemma":0.04108436,"domain_scores_codex":[0.9996936,0.00009495991,0.00003047521,0.00006446546,0.0000846511,0.00003182099],"domain_scores_gemma":[0.9986578,0.000787397,0.0001341158,0.00005193314,0.0003391292,0.00002950889],"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":[0.0001206074,0.0001596473,0.1270878,0.0002073006,0.000114889,0.0002111496,0.0004519449,0.6996433,0.003290478,0.02297564,0.002565479,0.1431718],"study_design_scores_gemma":[0.000007286135,0.00003684652,0.02320736,0.00003564539,0.00003286733,0.00006512352,0.0001587914,0.9706811,0.001322609,0.00241278,0.002023283,0.00001635155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5921282,0.001145885,0.396195,0.0002828364,0.00009957806,0.0002606449,0.001714534,0.0005883861,0.007584897],"genre_scores_gemma":[0.870336,0.0005167964,0.1240644,0.00002291472,0.00002136934,0.0002080987,0.001094943,0.0001345143,0.003600959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03652587,"threshold_uncertainty_score":0.07262653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175487086217843,"score_gpt":0.2130220997488471,"score_spread":0.2012672288866686,"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."}}