{"id":"W3090136369","doi":"10.1038/s41598-020-73496-0","title":"The effect of slope aspect on vegetation attributes in a mountainous dry valley, Southwest China","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Forest Service","funders":"","keywords":"Vegetation (pathology); Arid; Biomass (ecology); Biodiversity; Physical geography; Environmental science; China; Ecology; Geography; Hydrology (agriculture); Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485228,0.0001809701,0.0001697647,0.0005386824,0.0003406482,0.0003746313,0.0001201581,0.0001146783,0.0004135185],"category_scores_gemma":[0.0004398027,0.0001015577,0.0002289551,0.0007034303,0.0002899368,0.0001509921,0.0003131901,0.000127247,0.00004089501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795764,"about_ca_system_score_gemma":0.0003421297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009577005,"about_ca_topic_score_gemma":0.02719402,"domain_scores_codex":[0.9998481,0.00003813152,0.00001266397,0.0000393068,0.00003003162,0.00003172573],"domain_scores_gemma":[0.9997009,0.00005342242,0.00009022865,0.00002111402,0.00004747783,0.0000868913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004481045,0.00001516263,0.9941435,0.00001115068,0.00004377555,0.0001164698,0.0002620856,0.0001432818,0.002892515,0.00001992024,0.00003034077,0.002276972],"study_design_scores_gemma":[4.599107e-7,0.000008646751,0.999781,6.380754e-7,0.000003186746,0.00001565801,0.00006954055,0.00006833639,0.00002412863,0.000005037116,0.00002273315,6.882955e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998227,0.00002542922,0.00002244024,0.000003245058,4.032062e-7,8.551257e-7,0.00002397234,8.278762e-7,0.0001002949],"genre_scores_gemma":[0.999861,0.0000151694,0.00002393639,0.000002956782,6.702148e-7,0.00000122852,0.00004801568,5.184069e-7,0.00004638022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009577005,"threshold_uncertainty_score":0.01904255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007659928600464793,"score_gpt":0.2232039402754277,"score_spread":0.2155440116749629,"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."}}