{"id":"W4388904335","doi":"10.1111/ddi.13778","title":"Climate change alters global invasion vulnerability among ecoregions","year":2023,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Fisheries and Oceans Canada; University of Toronto","funders":"","keywords":"Climate change; Ecoregion; Geography; Environmental science; Climate model; Climate pattern; Ecology; Mean radiant temperature; Climatology; Physical geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005873319,0.0001686187,0.000205693,0.000810643,0.0003206802,0.0007602148,0.0001821773,0.0001969351,0.002274919],"category_scores_gemma":[0.001725787,0.00008638861,0.0004300434,0.0008165781,0.0004155629,0.0004259451,0.00108438,0.000212075,0.000142988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251401,"about_ca_system_score_gemma":0.0002199408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005932075,"about_ca_topic_score_gemma":0.006409931,"domain_scores_codex":[0.999705,0.00009510454,0.00001701638,0.00008314039,0.00004108982,0.00005857992],"domain_scores_gemma":[0.9992049,0.0001680851,0.0003624217,0.00007526772,0.00009979143,0.00008946637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031732,0.00002988318,0.9828081,0.00002224076,0.0002533727,0.0001130226,0.0003122469,0.007034386,0.003399105,0.0005979958,0.0002182321,0.005108261],"study_design_scores_gemma":[0.000003101946,0.00003092042,0.9946893,0.000005369459,0.00002022546,0.00005570125,0.0004178343,0.003812471,0.0001697327,0.0004093174,0.0003806606,0.000005328086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985514,0.00004575775,0.0002179336,0.00003670229,0.000001952015,0.000002149347,0.0001338153,0.000007583457,0.001002749],"genre_scores_gemma":[0.9997491,0.00002006271,0.0000710756,0.00000689317,0.000001276796,0.000001847901,0.00008603133,0.000002359025,0.00006139698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005932075,"threshold_uncertainty_score":0.01179504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916403561761403,"score_gpt":0.261406051569586,"score_spread":0.192242015951972,"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."}}