{"id":"W2952125293","doi":"10.1177/1535676019856799","title":"Validating Autoclave Cycles for Carcass Disposal in Animal Biosafety Level 2/3 Containment Laboratories","year":2019,"lang":"en","type":"article","venue":"Applied Biosafety","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada)","funders":"","keywords":"Autoclave; Environmental science; Biosafety; Waste management; Sterilization (economics); Human decontamination; Toxicology; Veterinary medicine; Pulp and paper industry; Materials science; Medicine; Engineering; Biology; Biotechnology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004955112,0.0002732538,0.0004681135,0.00009313812,0.00009362496,0.00002212829,0.000123471,0.0001492327,0.00008199975],"category_scores_gemma":[0.00001721582,0.0002437411,0.00008825956,0.0002359924,0.00006769267,0.00006929079,0.0001588344,0.0001998379,0.0001134341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005194804,"about_ca_system_score_gemma":0.0000932249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595002,"about_ca_topic_score_gemma":0.00008910367,"domain_scores_codex":[0.9980106,0.00003072781,0.0005299943,0.0005347336,0.0003359339,0.0005580107],"domain_scores_gemma":[0.9992023,0.0001008391,0.000117817,0.000388374,0.00002391587,0.0001667468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.007000415,0.001383699,0.268736,0.002875316,0.0005089539,0.00009844603,0.003582513,0.0001867841,0.2643075,0.3835873,0.001763617,0.06596942],"study_design_scores_gemma":[0.006156221,0.0008433823,0.9310666,0.000158912,0.00008570886,0.000006803441,0.007279176,0.0005245024,0.02699634,0.000294712,0.02604439,0.0005432668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773724,0.00006997598,0.0004411816,0.009312091,0.0002332054,0.003631874,0.0002616225,0.00009705479,0.008580581],"genre_scores_gemma":[0.994712,0.00003553816,0.002926175,0.001409042,0.0001463657,0.0001981117,0.0002538251,0.00004571451,0.0002732318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6623306,"threshold_uncertainty_score":0.9939474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202040813493628,"score_gpt":0.2994301299256225,"score_spread":0.2674097217906862,"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."}}