{"id":"W4403432514","doi":"10.1016/j.rama.2024.08.020","title":"Well-Connected Core Areas Retain Ecological Integrity of Sagebrush Ecosystems Amidst Overall Declines From 2001–2021","year":2024,"lang":"en","type":"article","venue":"Rangeland Ecology & Management","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Rocky Mountain Research Station; Natural Resources Conservation Service; U.S. Bureau of Land Management; U.S. Forest Service; U.S. Fish and Wildlife Service","keywords":"Ecosystem; Ecology; Geography; Core (optical fiber); Environmental resource management; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007887255,0.0003610684,0.0005712974,0.0001463618,0.0001482424,0.00007798385,0.0005101094,0.0002397345,0.02241676],"category_scores_gemma":[0.00004005892,0.0002824291,0.0002182021,0.0003487136,0.0001930343,0.0001620189,0.0006138638,0.0003300919,0.002149439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170934,"about_ca_system_score_gemma":0.00001116256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233183,"about_ca_topic_score_gemma":0.007085958,"domain_scores_codex":[0.9973135,0.0001857062,0.0006398519,0.0008669497,0.0003645654,0.0006294391],"domain_scores_gemma":[0.9988841,0.0002924447,0.0001429466,0.0005046158,0.00001342629,0.0001623998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685007,0.0006673308,0.5904816,0.0002658996,0.0008272424,0.001037148,0.0002646776,0.001193736,0.0001687357,0.001917168,0.3894787,0.01352926],"study_design_scores_gemma":[0.001306581,0.0002083329,0.7463313,0.0001451013,0.0003204418,0.000008384851,0.0002803703,0.01448046,0.00003329621,0.005119572,0.2313305,0.0004356891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494807,0.0003756006,0.0003449198,0.001608136,0.001150592,0.0008714302,0.00008404521,0.0001747847,0.04590977],"genre_scores_gemma":[0.9884884,0.0008298407,0.000495528,0.0005794149,0.0002519997,0.0001381505,0.0001996663,0.00003094234,0.008986047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1581482,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764883075326185,"score_gpt":0.2416773688233161,"score_spread":0.2240285380700543,"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."}}