{"id":"W3215655710","doi":"10.1139/facets-2021-0012","title":"The state of Canada’s biosecurity efforts to protect biodiversity from species invasions","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Convention on Biological Diversity; Biosecurity; Biodiversity; Government (linguistics); Stewardship (theology); Environmental planning; Environmental resource management; Business; Political science; Geography; Ecology; Politics; Biology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001301237,0.0002646153,0.0002327292,0.001961437,0.009604716,0.004693872,0.001554141,0.0006889245,0.00532202],"category_scores_gemma":[0.004354157,0.0002319857,0.0003864055,0.002608019,0.002971212,0.001071011,0.001584755,0.001624565,0.0001926978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09612554,"about_ca_system_score_gemma":0.2202047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979411,"about_ca_topic_score_gemma":0.999217,"domain_scores_codex":[0.9974045,0.0001230094,0.00006017783,0.0001696157,0.001149932,0.001092754],"domain_scores_gemma":[0.9922355,0.0004548405,0.000525501,0.0001276759,0.00426402,0.002392469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002122047,0.0002331884,0.3446596,0.001221397,0.0002772492,0.001228879,0.01549234,0.005400398,0.004392836,0.1134056,0.1813382,0.332138],"study_design_scores_gemma":[0.00002776448,0.00005869944,0.5555337,0.0008301922,0.0001163167,0.0001947733,0.01441171,0.002184766,0.000946642,0.003623166,0.4219203,0.0001519278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5148354,0.01682809,0.002662205,0.1206525,0.0008643175,0.0002058716,0.006446849,0.000335848,0.337169],"genre_scores_gemma":[0.9694474,0.005923152,0.001819725,0.00557177,0.00005339997,0.0000271209,0.000740408,0.00003216739,0.0163849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09612554,"threshold_uncertainty_score":0.6974428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212237747743431,"score_gpt":0.1794008470726245,"score_spread":0.1672784695951902,"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."}}