{"id":"W3182259186","doi":"10.3389/ffgc.2021.700825","title":"Forest Biosecurity in Canada – An Integrated Multi-Agency Approach","year":2021,"lang":"en","type":"article","venue":"Frontiers in Forests and Global Change","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Canadian Forest Service","funders":"Natural Resources Canada; U.S. Forest Service; Australian Government; Canadian Forest Service; Canadian Food Inspection Agency","keywords":"Biosecurity; Agency (philosophy); Mandate; Government (linguistics); Business; Jurisdiction; Environmental planning; Certified wood; Convention; Environmental protection; Environmental resource management; Public administration; Forestry; Forest management; Political science; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007257812,0.0007940415,0.0006594336,0.007576846,0.009152089,0.01233094,0.002664135,0.002122286,0.003486064],"category_scores_gemma":[0.004795836,0.0007552591,0.001068938,0.006713848,0.004489981,0.003052855,0.005621454,0.002119428,0.0002414917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1333289,"about_ca_system_score_gemma":0.2239766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754012,"about_ca_topic_score_gemma":0.9875364,"domain_scores_codex":[0.9899942,0.002250669,0.0003279634,0.0007460331,0.003724901,0.002956226],"domain_scores_gemma":[0.9935476,0.0008455408,0.0004894952,0.0002244522,0.003286748,0.00160621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001199067,0.0004970112,0.1085862,0.001091157,0.0008023248,0.003168798,0.01522387,0.05327025,0.002746562,0.5038369,0.03946911,0.2711879],"study_design_scores_gemma":[0.00007979414,0.0003113309,0.1814647,0.004238421,0.0007818394,0.0009532514,0.06183099,0.08215876,0.001570627,0.09549311,0.5706118,0.0005052677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1786637,0.03130236,0.0971195,0.06543759,0.0006084385,0.003498983,0.002330275,0.0006507578,0.6203884],"genre_scores_gemma":[0.8845508,0.01202536,0.06894645,0.003635826,0.0001060692,0.0004193249,0.0006185246,0.00006871715,0.02962898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1333289,"threshold_uncertainty_score":0.9673733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778707222513389,"score_gpt":0.2197986438561767,"score_spread":0.2020115716310428,"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."}}