{"id":"W4403372051","doi":"10.1002/ece3.70379","title":"Climate Futures for Lizards and Snakes in Western North America May Result in New Species Management Issues","year":2024,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Association of Fish and Wildlife Agencies","keywords":"Niche; Ecological niche; Environmental niche modelling; Ecology; Climate change; Geography; Climate model; Species richness; Niche segregation; Species distribution; Downscaling; Lizard; Biology; Habitat","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":[0.001535541,0.0002952466,0.0001991738,0.0003268518,0.000590259,0.001063945,0.0004911202,0.0004991114,0.00207094],"category_scores_gemma":[0.001636721,0.0001658653,0.0005482952,0.0004313078,0.000358397,0.001092555,0.0005351877,0.0004732655,0.0001222611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052972,"about_ca_system_score_gemma":0.0008497273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02788003,"about_ca_topic_score_gemma":0.09104817,"domain_scores_codex":[0.9997765,0.0001066834,0.000011448,0.00004273864,0.00003412719,0.00002851091],"domain_scores_gemma":[0.9994069,0.000162799,0.0001440645,0.00005520912,0.0001311669,0.00009988664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000184143,0.0001250886,0.7021003,0.0001470151,0.0004384972,0.0004677314,0.001054087,0.2388829,0.004522121,0.006285985,0.006118879,0.03967323],"study_design_scores_gemma":[0.00004502164,0.0003483586,0.5753987,0.00014421,0.0002440301,0.0003420716,0.005157334,0.3758437,0.001249168,0.02035784,0.02075418,0.0001153319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864796,0.0005655447,0.004833964,0.002414559,0.00004984348,0.00001291149,0.0005869372,0.0001213573,0.00493534],"genre_scores_gemma":[0.9970765,0.0003058077,0.001783564,0.0001569339,0.00001810551,0.00001417197,0.0002754361,0.00001167705,0.0003577449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02788003,"threshold_uncertainty_score":0.05543548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645344784716203,"score_gpt":0.2636263566477738,"score_spread":0.2471729088006118,"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."}}