{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137607,0.0001489371,0.0001857154,0.00003236634,0.00005784362,0.00001655466,0.0001694914,0.00008433946,0.0001073989],"category_scores_gemma":[0.00002063042,0.000140396,0.00001910325,0.0004634587,0.000105441,0.0002143299,0.0001928957,0.0001281246,0.000003974719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009469885,"about_ca_system_score_gemma":0.00007768501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.832987,"about_ca_topic_score_gemma":0.9978072,"domain_scores_codex":[0.9988561,0.00007097267,0.0001720399,0.0003868052,0.0001327469,0.0003813701],"domain_scores_gemma":[0.9996538,0.000004214593,0.00003620358,0.0001826711,0.000005610229,0.0001175099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001783142,0.0001540413,0.9872901,0.00001478588,0.000005781282,0.0001702946,0.00030977,0.0001768306,7.869701e-7,0.0003593002,0.003991077,0.00750935],"study_design_scores_gemma":[0.0004633648,0.00003344308,0.9770922,0.000009732533,0.00000490317,0.000009433729,0.0006517982,0.01612401,0.000002559264,0.001391943,0.004053033,0.0001635807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957424,0.0005763866,0.0007870614,0.00009443107,0.0005421229,0.0003071346,0.00004582612,0.00001259204,0.001892031],"genre_scores_gemma":[0.9946222,0.0001209134,0.004585267,0.0004315874,0.00001621408,0.00006190733,0.00007738951,0.000006229287,0.00007832591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648202,"threshold_uncertainty_score":0.5725183,"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."}}