{"id":"W4410925819","doi":"10.1111/cobi.70053","title":"Rapid riparian ecosystem decline in Rocky Mountain National Park","year":2025,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Colorado Water Conservation Board; National Park Service; Nature Conservancy; Rocky Mountain Conservancy; U.S. Department of the Interior","keywords":"Riparian zone; National park; Geography; Ecosystem; Forestry; Environmental resource management; Environmental protection; Environmental science; Ecology; Archaeology; Habitat; 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":[0.0002936756,0.0000905633,0.0001338163,0.0006599601,0.0004944717,0.0006752496,0.0003036735,0.0002655932,0.0008013517],"category_scores_gemma":[0.0006214618,0.00009489118,0.000113218,0.0008146081,0.0002850871,0.0005225933,0.0004441407,0.0003216769,0.0001006311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008725467,"about_ca_system_score_gemma":0.0007247301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08834114,"about_ca_topic_score_gemma":0.2237124,"domain_scores_codex":[0.9998029,0.00003045977,0.00001472524,0.00004586869,0.00005602579,0.00004995017],"domain_scores_gemma":[0.9994156,0.00004196317,0.0002672856,0.00002608083,0.0001142939,0.0001349062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003458401,0.00004180102,0.9898801,0.0000246544,0.00003685769,0.0002621774,0.0004969299,0.0001870928,0.0005433121,0.0000814444,0.0009420814,0.007468964],"study_design_scores_gemma":[0.000001198259,0.000008733858,0.998913,0.000004714799,0.000003274556,0.00004486302,0.0003619125,0.0001888462,0.00002222752,0.00001462937,0.0004352304,0.000001369182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986858,0.000144993,0.00004043587,0.0001127211,0.000002939368,0.000007614387,0.0003915639,0.000008026886,0.0006059108],"genre_scores_gemma":[0.9979628,0.0001414697,0.0001395929,0.0001000633,0.000009668818,0.00001777845,0.001225989,0.000002730304,0.0003998633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08834114,"threshold_uncertainty_score":0.1756539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090574952202588,"score_gpt":0.2532848642625209,"score_spread":0.232379114740495,"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."}}