{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007944022,0.0002999944,0.0002611443,0.0001068048,0.0004429838,0.00006617636,0.0004927649,0.0001770732,0.02087921],"category_scores_gemma":[0.0002170863,0.0003089985,0.0001165523,0.000418661,0.00002210148,0.0001836166,0.0009301854,0.0003853439,0.001186842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681998,"about_ca_system_score_gemma":0.0003537466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00099557,"about_ca_topic_score_gemma":0.0009817566,"domain_scores_codex":[0.9940181,0.00008191763,0.0003775005,0.0006152053,0.004591699,0.0003155809],"domain_scores_gemma":[0.9988856,0.0003270074,0.0003100201,0.0001893824,0.0001629626,0.0001249971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006578697,0.0002161584,0.08317862,0.0002385403,0.0002157222,0.0001248536,0.0002265097,0.02804853,0.00009163929,0.0001053317,0.8865911,0.0008971643],"study_design_scores_gemma":[0.0003838517,0.00005091247,0.0774641,0.0001078413,0.0000569281,0.00005237073,0.00009913558,0.0006176467,0.00007535286,0.0004864445,0.9201407,0.0004647148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07831704,0.000649809,0.00001118859,0.007861466,0.003642719,0.001104487,0.001164063,0.00008976208,0.9071594],"genre_scores_gemma":[0.891221,0.003121543,0.0005539875,0.008174721,0.00416105,0.001036857,0.006394821,0.0001409764,0.08519499],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8219645,"threshold_uncertainty_score":0.9999362,"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."}}