{"id":"W4328054242","doi":"10.1002/ecs2.4449","title":"Spatial Bayesian models project shifts in suitable habitat for Pacific Northwest tree species under climate change","year":2023,"lang":"en","type":"article","venue":"Ecosphere","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge Institute for Science and Education; U.S. Forest Service; Oak Ridge Associated Universities; U.S. Department of Agriculture; U.S. Department of Energy","keywords":"Habitat; Climate change; Range (aeronautics); Ecology; Environmental science; Geography; Physical geography; Representative Concentration Pathways; Understory; Global change; Temperate rainforest; Ecosystem; Climate model; Biology","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":[0.00218917,0.0003310933,0.0003298221,0.0008819686,0.0004699584,0.0008517518,0.001066843,0.0005001992,0.002812018],"category_scores_gemma":[0.004684574,0.0005065259,0.0007221399,0.0008431419,0.0005751515,0.001004808,0.0007546677,0.0007103125,0.0002367962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551058,"about_ca_system_score_gemma":0.0009732971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1018388,"about_ca_topic_score_gemma":0.1067553,"domain_scores_codex":[0.9995757,0.0001846644,0.00001807395,0.0001167779,0.00005474459,0.00005005359],"domain_scores_gemma":[0.9984815,0.0009021839,0.0002903548,0.00006335551,0.0001870669,0.00007561835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006525113,0.00003347437,0.03416842,0.00002370309,0.00008402648,0.00003681752,0.0001091352,0.9439149,0.000312886,0.007663807,0.0006916944,0.01289589],"study_design_scores_gemma":[0.000006489725,0.000009922354,0.005646529,0.000006331083,0.00001058382,0.00000890687,0.00002467081,0.9895194,0.0000427712,0.004478288,0.0002400633,0.000006017219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7650797,0.0002610226,0.228276,0.0006107054,0.00002366217,0.00006717199,0.001655171,0.0003397768,0.003686854],"genre_scores_gemma":[0.9774865,0.000108238,0.01939246,0.00005388399,0.00001162313,0.00006774337,0.0008347793,0.00002894767,0.002015881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018388,"threshold_uncertainty_score":0.2024921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05745564393132108,"score_gpt":0.2619291482811535,"score_spread":0.2044735043498325,"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."}}