{"id":"W3110863112","doi":"10.1139/er-2020-0088","title":"Four priority areas to advance invasion science in the face of rapid environmental change","year":2020,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Fisheries and Oceans Canada; McGill University","funders":"Division of Materials Research; DST-NRF Centre of Excellence for Invasion Biology; Ernest Oppenheimer Memorial Trust; Bundesministerium für Bildung und Forschung; Ministerio de Ciencia, Innovación y Universidades; Department of Science and Technology, Ministry of Science and Technology, India; Grantová Agentura České Republiky; Deutsche Forschungsgemeinschaft; National Research Foundation; Biodiversa+; Akademie Věd České Republiky; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture","keywords":"Biosecurity; Biological dispersal; Biodiversity; Environmental planning; Environmental resource management; Climate change; Adaptive management; Introduced species; Ecology; Invasive species; Pace; Psychological resilience; Geography; Biology; Business; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.04017983,0.002542888,0.003450115,0.005156329,0.006031975,0.01367809,0.006255966,0.02177212,0.0146191],"category_scores_gemma":[0.05647551,0.001257308,0.002522469,0.003703176,0.01037546,0.0160308,0.0146588,0.02104875,0.006556377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005669354,"about_ca_system_score_gemma":0.08112705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764694,"about_ca_topic_score_gemma":0.01062502,"domain_scores_codex":[0.9833412,0.00519336,0.001334337,0.001453142,0.005397159,0.003280803],"domain_scores_gemma":[0.8422779,0.03794831,0.0109188,0.006796643,0.06131057,0.04074784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003404121,0.000721243,0.008659266,0.01318599,0.0001644881,0.001026885,0.002268529,0.001588202,0.004629277,0.03415503,0.425716,0.5075448],"study_design_scores_gemma":[0.0001776355,0.0008414423,0.01225474,0.01052645,0.0002249459,0.001660281,0.007969743,0.002577916,0.002827997,0.1389203,0.8216288,0.0003898276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004361094,0.07750501,0.02674634,0.8373051,0.03469748,0.00107546,0.0004731743,0.00101712,0.01681926],"genre_scores_gemma":[0.08486784,0.2413708,0.2770009,0.3189815,0.04507027,0.002402296,0.002701619,0.000452115,0.02715272],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04017983,"threshold_uncertainty_score":0.2124938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08157806408005355,"score_gpt":0.2780774641313625,"score_spread":0.196499400051309,"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."}}