{"id":"W4402146468","doi":"10.1007/s10530-024-03424-0","title":"Gauging the threat of invasive species to UNESCO world heritage sites relative to other anthropogenic threats","year":2024,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biodiversity; IUCN Red List; Climate change; Invasive species; Population; Habitat; Vulnerable species; Natural heritage; Environmental resource management; Ecology; Ecosystem; Geography; Habitat destruction; Ecosystem services; Environmental change; Biology; Endangered species; Tourism; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001523871,0.0001608943,0.0001769547,0.00004623421,0.0002145245,0.00004715884,0.0003031301,0.00006602498,0.09479175],"category_scores_gemma":[0.0001770244,0.00008636196,0.0001275376,0.0009120466,0.0004601711,0.00008521898,0.0004676928,0.0001275684,0.003766009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144577,"about_ca_system_score_gemma":0.000009172173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267345,"about_ca_topic_score_gemma":0.002456903,"domain_scores_codex":[0.9988762,0.00007502286,0.0002083056,0.0003669311,0.0001851266,0.0002883706],"domain_scores_gemma":[0.9990926,0.0004566206,0.00003104635,0.0002670591,0.00001231897,0.0001403606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006761125,0.0002598468,0.1363004,0.0000194114,0.00008450581,0.00004599146,0.003581651,0.00009321461,0.7055545,0.09480999,0.05605764,0.003125197],"study_design_scores_gemma":[0.0001812368,0.0005322314,0.7328666,0.0001967893,0.00004626755,0.00001295137,0.01158508,0.00002209079,0.05458454,0.005156943,0.1942584,0.0005568166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246496,0.0005930982,0.0001839175,0.007023082,0.0001754857,0.0004807595,0.000303835,0.0001073947,0.06648281],"genre_scores_gemma":[0.9945486,0.0002360076,0.000131648,0.001361058,0.00005618046,0.00004893574,0.00002330857,0.00001035052,0.003583872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.65097,"threshold_uncertainty_score":0.9970097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2663676918832081,"score_gpt":0.3152065262404609,"score_spread":0.04883883435725273,"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."}}