{"id":"W4409486179","doi":"10.5006/mecc2023-20130","title":"Validation of an Optimized qPCR Workflow for MIC Risk Identification and Oilfield Microbial Monitoring","year":2023,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"LuminUltra Technologies (Canada)","funders":"","keywords":"Workflow; Identification (biology); Computer science; Computational biology; Biology; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Validation of a qPCR assay workflow for oilfield microbial monitoring; assay validation in the laboratory sense (polysemy), not research-methods research."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Here validation refers to an oilfield qPCR workflow, not research reproducibility or methodology."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Industrial qPCR workflow validation for oilfield MIC monitoring; assay validation polysemy, not research integrity."}}}