{"id":"W3045983630","doi":"10.3390/insects11080479","title":"Assessing Niche Shifts and Conservatism by Comparing the Native and Post-Invasion Niches of Major Forest Invasive Species","year":2020,"lang":"en","type":"article","venue":"Insects","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of British Columbia","funders":"U.S. Forest Service; Genome British Columbia; Génome Québec; Canadian Food Inspection Agency; Genome Canada","keywords":"Niche; Ecological niche; Biology; Abiotic component; Invasive species; Range (aeronautics); Ecology; Environmental niche modelling; Niche segregation; Introduced species; Species distribution; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009721418,0.0002958059,0.0002356174,0.00141783,0.0003309636,0.0005476768,0.0001941334,0.0001947444,0.000789437],"category_scores_gemma":[0.001690831,0.00015279,0.0003113259,0.0006690753,0.0004549038,0.000621479,0.0005576002,0.0002915062,0.00006833692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218047,"about_ca_system_score_gemma":0.0001519714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124054,"about_ca_topic_score_gemma":0.004395937,"domain_scores_codex":[0.9995629,0.0001624384,0.00003821889,0.0001003645,0.0000861244,0.00004989244],"domain_scores_gemma":[0.9983346,0.0006967467,0.0005592791,0.0001152951,0.0001305711,0.0001636137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162998,0.00009156677,0.9174204,0.00008814174,0.0001720716,0.00009299073,0.001050997,0.001614335,0.06116211,0.0002566426,0.00006139065,0.01767308],"study_design_scores_gemma":[0.000002024131,0.00008172583,0.9948564,0.000004535012,0.0000154913,0.0001589903,0.0003421954,0.00310924,0.001156877,0.000165192,0.0001010865,0.000006399834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986655,0.00005743955,0.0009493678,0.000004600515,5.549272e-7,0.000003636992,0.00004333255,0.000007207381,0.000268372],"genre_scores_gemma":[0.9985757,0.00002258715,0.001238848,0.000003701601,0.000001312942,0.000007769882,0.00009949158,0.000003215476,0.00004736744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00141783,"threshold_uncertainty_score":0.005141199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147475164935178,"score_gpt":0.2303951689898351,"score_spread":0.1989204173404833,"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."}}