{"id":"W2569352536","doi":"10.1177/153567601001500304","title":"Effluent Decontamination Systems: Addressing the Challenges of Planning, Designing, Testing, and Validation","year":2010,"lang":"en","type":"article","venue":"Applied Biosafety","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Tapiriit Kanatami","funders":"","keywords":"Project commissioning; Human decontamination; Retrofitting; Containment (computer programming); Effluent; Engineering; Risk analysis (engineering); Waste management; Systems engineering; Computer science; Business; Publishing","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":[0.001425059,0.0001174089,0.0001610154,0.00007309432,0.000410268,0.00001570294,0.0001364906,0.0001129198,0.00001765423],"category_scores_gemma":[0.0001711434,0.00008077604,0.00001662108,0.00008952618,0.00006965704,0.00005991977,0.0001214232,0.0002699978,0.00002120801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001948131,"about_ca_system_score_gemma":0.0000439933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007721369,"about_ca_topic_score_gemma":0.00002528546,"domain_scores_codex":[0.9988419,0.0001891094,0.0003661358,0.0002060794,0.0001767909,0.0002199781],"domain_scores_gemma":[0.9984006,0.0008642974,0.0003410437,0.0002702819,0.00007571866,0.00004803636],"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":[0.0003396727,0.0001850122,0.01229363,0.002020536,0.0001627103,0.000004394596,0.0412938,0.0001000428,0.1142257,0.7231854,0.003248166,0.1029409],"study_design_scores_gemma":[0.003635709,0.00027355,0.8475537,0.00181073,0.0002790279,0.000008338416,0.07384042,0.00125217,0.009030304,0.004072112,0.05752655,0.0007174335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886039,0.0004804054,0.002553742,0.0009264373,0.0006012372,0.001915894,0.000007653729,0.000117238,0.1047936],"genre_scores_gemma":[0.9985906,0.00002895706,0.00071351,0.0001328371,0.0001175079,0.0001914461,0.000005200997,0.00001526494,0.0002047043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.83526,"threshold_uncertainty_score":0.3293951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499985637939904,"score_gpt":0.3942876056971816,"score_spread":0.2442890419031912,"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."}}