{"id":"W2331048060","doi":"10.1155/2001/801432","title":"A Perspective on Biosolids Management","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Services Canada","funders":"","keywords":"Outfall; Sewage; Dispose pattern; Sanitary sewer; Sewage treatment; Biosolids; Wastewater; Waste management; Environmental science; Sewage farm; Water resource management; Environmental planning; Outbreak; Environmental engineering; Sewage sludge treatment; Engineering; Medicine; Virology","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":[0.0001112098,0.0001016939,0.0002291725,0.0002550869,0.00008297795,0.000008816069,0.00005540144,0.0000851588,0.0005830299],"category_scores_gemma":[0.00007493007,0.00007754026,0.0000858366,0.00009188794,0.0002023044,0.00001981631,0.00001631447,0.0001945819,0.00002574937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363428,"about_ca_system_score_gemma":0.0002719979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623982,"about_ca_topic_score_gemma":0.001625583,"domain_scores_codex":[0.9992647,0.00004212076,0.0002145088,0.0001338127,0.00007534962,0.0002695756],"domain_scores_gemma":[0.998415,0.00002428769,0.00005914632,0.00008829364,0.00003974087,0.001373535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008709456,0.001095781,0.4890157,0.0004294848,0.001873957,0.0379044,0.000981154,0.00001834269,0.0003704259,0.02234425,0.05580158,0.389294],"study_design_scores_gemma":[0.00613814,0.005627717,0.2737907,0.0007520684,0.0005221607,0.01836063,0.003324291,0.00001124364,0.00002466853,0.001328725,0.6897874,0.0003322292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593832,0.002381288,0.00007649833,0.01920286,0.0005002272,0.0002174798,0.00001663536,0.000009364258,0.01821238],"genre_scores_gemma":[0.9875144,0.001813782,0.00001496021,0.01005903,0.0002226317,0.000002585713,0.000005506316,0.000008966449,0.0003581101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6339859,"threshold_uncertainty_score":0.6383769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006690023557864175,"score_gpt":0.2546516248374242,"score_spread":0.24796160127956,"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."}}