{"id":"W2155839679","doi":"10.1890/02-5237","title":"UNDERSTORY VEGETATION AND ENVIRONMENT RESPONSES TO TILLAGE, FOREST HARVESTING, AND CONIFER PLANTATION DEVELOPMENT","year":2003,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Understory; Deciduous; Coarse woody debris; Moss; Canopy; Vegetation (pathology); Ecology; Environmental science; Detrended correspondence analysis; Silviculture; Pinus massoniana; Forestry; Agroforestry; Biology; Geography; Habitat; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001713368,0.0001298113,0.0001083396,0.0001963938,0.0002620579,0.000340182,0.0001598327,0.0001127993,0.0007139359],"category_scores_gemma":[0.0003799168,0.0001156169,0.0001127437,0.0002426723,0.0002333694,0.0001382387,0.0002265581,0.000150699,0.00007213152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310704,"about_ca_system_score_gemma":0.0009962835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3549536,"about_ca_topic_score_gemma":0.7535336,"domain_scores_codex":[0.9998876,0.00001753036,0.000004734874,0.00002408605,0.00001380114,0.00005218832],"domain_scores_gemma":[0.9995905,0.0000553893,0.0001105395,0.00001598998,0.00005788187,0.0001696999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114968,0.00002893875,0.9955883,0.000004330011,0.00001720483,0.0000305117,0.0001144428,0.00009535131,0.002782008,0.00001202948,0.00003657377,0.001175473],"study_design_scores_gemma":[5.658055e-7,0.000007121066,0.9998286,4.218929e-7,0.000001360349,0.000006686249,0.00005301749,0.00004569226,0.00003401278,0.000002145407,0.00001982499,4.851134e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997935,0.00001879626,0.000009374233,0.000002811393,2.900303e-7,0.000001167996,0.00008995286,4.209216e-7,0.0000838269],"genre_scores_gemma":[0.9993796,0.00002673508,0.00003519901,0.00000807892,6.655302e-7,0.000003264098,0.0002757581,7.440446e-7,0.0002698273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3549536,"threshold_uncertainty_score":0.7057751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836841310114566,"score_gpt":0.2084218216983232,"score_spread":0.1800534085971775,"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."}}