{"id":"W1485153288","doi":"10.1002/0471463728.ch16","title":"Qualification of Environmental Chambers","year":2004,"lang":"en","type":"other","venue":"","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Reliability engineering; Protocol (science); Quality (philosophy); Process (computing); Risk analysis (engineering); Product (mathematics); Acceptance testing; Computer science; Component (thermodynamics); Manufacturing engineering; Engineering; Process engineering; Business; Software engineering; Operating system; Medicine","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":[0.005562609,0.000800534,0.0006757929,0.001352258,0.001966484,0.002323307,0.001900862,0.001391073,0.04290658],"category_scores_gemma":[0.009118763,0.0005476868,0.0006527263,0.0006662469,0.001183383,0.001472079,0.001806086,0.000924047,0.02310259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263277,"about_ca_system_score_gemma":0.004961369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005267314,"about_ca_topic_score_gemma":0.006984425,"domain_scores_codex":[0.9923259,0.001396564,0.0004470671,0.0006753998,0.004718339,0.0004368511],"domain_scores_gemma":[0.9916738,0.001247972,0.000427571,0.001191275,0.005211052,0.0002483698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001022281,0.0006760979,0.01362304,0.002009812,0.00004347226,0.001238298,0.003428669,0.004366422,0.3091316,0.03900285,0.1164527,0.5090048],"study_design_scores_gemma":[0.00006642866,0.0006015758,0.009001423,0.0003850968,0.00003735892,0.001017815,0.000745818,0.002103522,0.2071316,0.001673561,0.7771603,0.00007548933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1058874,0.003063948,0.2656445,0.002064759,0.001897761,0.00706282,0.004941173,0.006396116,0.6030416],"genre_scores_gemma":[0.2457024,0.003022827,0.2291008,0.00236002,0.0003396947,0.003573915,0.006490378,0.002493097,0.5069168],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04290658,"threshold_uncertainty_score":0.1435368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082343985951698,"score_gpt":0.3737207493038277,"score_spread":0.3428973094443107,"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."}}