{"id":"W2567198333","doi":"","title":"Bacillus cereus in Canada, Analytical and Regulatory Initiatives for Harmonization in North America","year":2012,"lang":"en","type":"article","venue":"2012 Annual Meeting","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Harmonization; Bacillus cereus; Biotechnology; Business; Biology; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306158,0.00009197897,0.0001291326,0.0000461608,0.00004010439,0.000009277373,0.00006282544,0.00006021517,0.00001140683],"category_scores_gemma":[0.0002706837,0.00008995705,0.00001701233,0.0001195248,0.00004589678,0.00001895953,0.00006485405,0.00006984353,0.000001084481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006046119,"about_ca_system_score_gemma":0.0001860503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03482629,"about_ca_topic_score_gemma":0.3557402,"domain_scores_codex":[0.999124,0.00006191621,0.0001786357,0.0001749551,0.00009443437,0.0003660821],"domain_scores_gemma":[0.9996459,0.0000392066,0.00004298128,0.0000959459,0.00006710864,0.0001087886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002740853,0.00007839433,0.9407546,0.00007161657,0.00002580376,0.000002999872,0.000943531,0.0001067844,0.0240231,0.00008586628,0.001045334,0.03258791],"study_design_scores_gemma":[0.0007590828,0.0001036609,0.9669691,0.0000204365,0.000005709268,0.000002307034,0.0009830011,0.0008111413,0.004082492,0.000006919154,0.02601407,0.0002421345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976972,0.001058045,0.0001194889,0.00006769504,0.00007980722,0.0001583052,0.00008135492,0.000001948702,0.000736203],"genre_scores_gemma":[0.9992032,0.0001168624,0.0002217301,0.00008914806,0.0001923842,0.00001911469,0.00008088291,0.00001234153,0.00006434533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3209139,"threshold_uncertainty_score":0.9716009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128739356936913,"score_gpt":0.2531356078090071,"score_spread":0.2402616721153158,"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."}}