{"id":"W3048633833","doi":"10.1071/ma20035","title":"Imported biologicals: unforeseen biosecurity risks in the laboratory","year":2020,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Biosecurity; Commonwealth; Business; Biotechnology; Risk analysis (engineering); Biology; Political science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007605186,0.0004618928,0.000469462,0.0009874937,0.001650302,0.00527165,0.0009339983,0.002656935,0.003205872],"category_scores_gemma":[0.00509461,0.0002849852,0.0005124684,0.0005994496,0.00353551,0.003178301,0.003385779,0.002752039,0.00139378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485936,"about_ca_system_score_gemma":0.004590152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860894,"about_ca_topic_score_gemma":0.00778847,"domain_scores_codex":[0.9943984,0.001953671,0.0003990045,0.0003495626,0.00248559,0.000413734],"domain_scores_gemma":[0.9943533,0.001919819,0.001781176,0.000363554,0.0009998203,0.0005823122],"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":[0.000607683,0.0004091659,0.0753944,0.0067566,0.0001194859,0.01295493,0.01663912,0.001176366,0.1146825,0.0589723,0.03938217,0.6729053],"study_design_scores_gemma":[0.00002217904,0.001781623,0.04228038,0.006665827,0.0001189391,0.02813025,0.01786074,0.001115337,0.05087579,0.02771723,0.8232651,0.0001665908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3833848,0.2341708,0.05099459,0.1665663,0.002958958,0.0004896358,0.0004133056,0.0007217539,0.1602998],"genre_scores_gemma":[0.7536407,0.1306711,0.0440385,0.03090821,0.001443934,0.0001472112,0.0003261854,0.0001362793,0.03868783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007605186,"threshold_uncertainty_score":0.0402205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1911339644869916,"score_gpt":0.3220124178370316,"score_spread":0.13087845335004,"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."}}