{"id":"W4294301035","doi":"10.36967/2294260","title":"Invasive exotic plant monitoring at Colorado National Monument: 2021 field season","year":2022,"lang":"en","type":"report","venue":"National Park Service","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Transect; Geography; Tamarix; National park; Forestry; Invasive species; Bromus tectorum; Ecology; Biology; Cartography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007125377,0.000333186,0.000247161,0.001084675,0.001992039,0.0006722695,0.0009547439,0.0005154509,0.004494201],"category_scores_gemma":[0.0007261546,0.0002439098,0.0001397076,0.0005681117,0.0001521207,0.0004122279,0.0006251503,0.0005453239,0.001364745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255248,"about_ca_system_score_gemma":0.002199113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3094628,"about_ca_topic_score_gemma":0.7838041,"domain_scores_codex":[0.9995688,0.00004098545,0.00001308955,0.0001194576,0.0001395259,0.0001181813],"domain_scores_gemma":[0.9979399,0.0000803706,0.0003311832,0.00009528694,0.001126297,0.0004268729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003432958,0.0005690302,0.8295659,0.0002225057,0.00007208643,0.0003661522,0.001989553,0.0007581211,0.01943209,0.000151164,0.07578896,0.07074115],"study_design_scores_gemma":[0.00001459622,0.0001375683,0.972342,0.00004408346,0.00001676734,0.00008289149,0.0008423829,0.0007680308,0.001095082,0.00001775722,0.02462873,0.00001013473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234344,0.0007143928,0.002629038,0.001121501,0.0001588058,0.001331237,0.02270428,0.0007020235,0.04720436],"genre_scores_gemma":[0.9188308,0.0005955059,0.0094466,0.001158848,0.000109643,0.001425611,0.03528061,0.00009819903,0.03305419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3094628,"threshold_uncertainty_score":0.6153231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324155643586621,"score_gpt":0.2743897139587643,"score_spread":0.2211481575228981,"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."}}