{"id":"W4402898789","doi":"10.22541/au.172736824.49231147/v1","title":"Biosecurity Perspectives of Competition Organizers in Ontario, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; University of Guelph","funders":"","keywords":"Biosecurity; Competition (biology); Political science; Business; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002025011,0.0004208447,0.0004859181,0.0009847418,0.02280918,0.004464099,0.001804072,0.001443864,0.007303494],"category_scores_gemma":[0.002530526,0.000499052,0.0003485873,0.002131351,0.006718949,0.001179578,0.003237368,0.002121355,0.0002821971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05835959,"about_ca_system_score_gemma":0.08862729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979288,"about_ca_topic_score_gemma":0.9931478,"domain_scores_codex":[0.9969847,0.0006252183,0.00006738874,0.00021892,0.0006089021,0.001494901],"domain_scores_gemma":[0.9944407,0.0007648174,0.0004118743,0.00005853914,0.001246709,0.003077339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000902559,0.00007078492,0.03281039,0.0003032632,0.0000142109,0.002438029,0.9448894,0.0001262053,0.001369378,0.00179056,0.008419257,0.00767817],"study_design_scores_gemma":[0.00000427423,0.00004558439,0.02748588,0.0001752764,0.000005114042,0.000138788,0.93197,0.00005991721,0.00006372845,0.00007273793,0.03995679,0.00002186786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657985,0.001995275,0.0004113744,0.00756878,0.0002177473,0.0001311929,0.0004338386,0.00001701055,0.0234264],"genre_scores_gemma":[0.9814268,0.001734423,0.0003610792,0.00152796,0.00003108388,0.00006753182,0.0002003386,0.00002069614,0.01462996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05835959,"threshold_uncertainty_score":0.4234304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924696964375451,"score_gpt":0.2126489193413759,"score_spread":0.1934019496976213,"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."}}