{"id":"W2156857733","doi":"10.2345/0899-8205-42.6.459","title":"Sterilizers, Part I: Heat Sterilization","year":2008,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sterilization (economics); Dry heat; Waste management; Environmental science; Business; Materials science; Engineering; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001277603,0.0001928939,0.0002612897,0.0004676234,0.0003244482,0.00001116255,0.0001883221,0.0005774287,0.005399787],"category_scores_gemma":[0.000168939,0.0001762799,0.00006127782,0.0008060813,0.001040988,0.0001727256,0.0000927716,0.0002269325,0.001353491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008408499,"about_ca_system_score_gemma":0.00009263957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002581715,"about_ca_topic_score_gemma":0.000007512572,"domain_scores_codex":[0.9984823,0.0001172719,0.0005264278,0.0003947162,0.0001222653,0.0003569426],"domain_scores_gemma":[0.999424,0.00003558355,0.0001033806,0.0002749039,0.00009057601,0.00007153454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006140645,0.001409002,0.03689091,0.0001372155,0.0003390183,0.0000701537,0.00120986,0.000006154561,0.6878693,0.01233211,0.08285154,0.1762708],"study_design_scores_gemma":[0.005191028,0.000799877,0.01772512,0.00007854398,0.00005726349,0.001006511,0.0009286399,0.0001012428,0.08029187,0.0007162912,0.8926105,0.0004930861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677148,0.0005042276,0.01962609,0.0039602,0.003489463,0.0004823432,0.00003672339,0.001015663,0.003170512],"genre_scores_gemma":[0.9959887,0.0003747526,0.0002276428,0.001024536,0.0000708701,0.00007250148,0.000997029,0.00001892646,0.001225072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809759,"threshold_uncertainty_score":0.9994241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195025470742988,"score_gpt":0.259735107140538,"score_spread":0.2377848524331082,"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."}}