{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001495159,0.0001062982,0.0001475181,0.0000147747,0.0001831179,0.00004706928,0.0001355385,0.00004518891,0.00008651477],"category_scores_gemma":[0.0001838321,0.00007842205,0.00001729047,0.0001185378,0.0005144869,0.0002635084,0.000393578,0.000119825,0.000008224047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002401893,"about_ca_system_score_gemma":0.00001073069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004730546,"about_ca_topic_score_gemma":0.002138089,"domain_scores_codex":[0.999294,0.00007252492,0.0001464714,0.0002137185,0.0001285685,0.0001447366],"domain_scores_gemma":[0.9993901,0.0003453865,0.0001023945,0.00009389123,0.000008360798,0.00005991304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004529487,0.00004474707,0.8803756,0.0000747834,0.0000445904,0.00001595573,0.005445695,0.00009188092,0.1063072,0.001514931,0.005469863,0.0005694163],"study_design_scores_gemma":[0.0003513842,0.0001363794,0.9909553,0.0000236405,0.00002048953,0.000003776361,0.0009729662,0.0005652796,0.005415313,0.0009793658,0.0004814986,0.00009460987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947321,0.0002094378,0.00007052771,0.002074646,0.00004278584,0.0002377312,0.000004402398,0.00001617883,0.002612218],"genre_scores_gemma":[0.9974022,0.00006770413,0.0001699474,0.002269268,0.00001151041,0.000009719694,0.000004983763,0.000007042042,0.00005763942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105797,"threshold_uncertainty_score":0.3197958,"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."}}