{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06532487,0.001125564,0.001482453,0.00225065,0.003125368,0.008871921,0.003628253,0.004066934,0.001554007],"category_scores_gemma":[0.06141747,0.001113077,0.0007348974,0.00147279,0.009613219,0.007005646,0.004151687,0.004583971,0.001236753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442827,"about_ca_system_score_gemma":0.02021694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966235,"about_ca_topic_score_gemma":0.005189976,"domain_scores_codex":[0.9436281,0.03026477,0.003564883,0.002165734,0.01940124,0.0009751756],"domain_scores_gemma":[0.9315631,0.0357563,0.004882189,0.007926131,0.01874953,0.001122804],"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":[0.0001080513,0.0005207118,0.009899588,0.003905234,0.0001002183,0.0004160671,0.003902044,0.04923208,0.03869323,0.07045351,0.005100045,0.8176693],"study_design_scores_gemma":[0.0002380939,0.004698218,0.01493574,0.006215663,0.000304369,0.002855473,0.01403515,0.111337,0.1259844,0.2575089,0.4612339,0.0006532347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0319549,0.01011175,0.9208529,0.01727238,0.0003602188,0.001805221,0.0001219064,0.0008614453,0.01665924],"genre_scores_gemma":[0.1263739,0.007116197,0.8607361,0.001347874,0.0002150216,0.0008176906,0.0001888938,0.0001833844,0.00302088],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06532487,"threshold_uncertainty_score":0.3454751,"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."}}