{"id":"W7066888229","doi":"","title":"Lead Corrosion Investigation and Control in the Drinking Water Distribution System in Several Cities in Canada","year":2021,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Triacetin; Emperipolesis; Proteogenomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776176,0.0002465347,0.0004180506,0.00110151,0.002720148,0.00127456,0.0007503544,0.0003979526,0.001009234],"category_scores_gemma":[0.0004487917,0.0001944924,0.0003018205,0.002195502,0.0006620346,0.0002094257,0.0005456996,0.000370003,0.0001603286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0221545,"about_ca_system_score_gemma":0.01991147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934923,"about_ca_topic_score_gemma":0.9973531,"domain_scores_codex":[0.9995715,0.00001702469,0.0000137061,0.00006325886,0.0002020567,0.0001323782],"domain_scores_gemma":[0.9994392,0.00002034018,0.00003072937,0.000007329027,0.0004490226,0.00005331348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004443331,0.0002085821,0.9217231,0.0001733754,0.0001125927,0.001118352,0.009090514,0.004859402,0.01102173,0.0008076365,0.004293271,0.04614725],"study_design_scores_gemma":[0.000008994501,0.00006080115,0.9834335,0.00002032551,0.00003246215,0.00007752269,0.008501541,0.002948366,0.00171693,0.00005610204,0.003124001,0.00001957936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946707,0.0001487203,0.0002758279,0.00016102,0.000006183413,0.00004981933,0.0007526373,0.000020246,0.003914823],"genre_scores_gemma":[0.9919442,0.0001822332,0.0004366892,0.00003464733,0.000001682229,0.00001040766,0.0004568605,0.000007445301,0.006925823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0221545,"threshold_uncertainty_score":0.1607429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005464662963666952,"score_gpt":0.1748538797073383,"score_spread":0.1693892167436713,"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."}}