{"id":"W2160652324","doi":"10.1002/9780470027318.a0858","title":"Quality Assurance in Environmental Analysis","year":2000,"lang":"en","type":"other","venue":"Encyclopedia of Analytical Chemistry","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment","funders":"","keywords":"Credibility; Documentation; Quality assurance; Audit; Quality (philosophy); Process (computing); Risk analysis (engineering); Computer science; Process management; Reliability (semiconductor); Operations management; Engineering; Business; Accounting","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":[0.02913982,0.001081531,0.0009660454,0.003861637,0.00253519,0.009673701,0.002258515,0.003122933,0.01354836],"category_scores_gemma":[0.03475257,0.0005121395,0.0005117791,0.006341406,0.00709668,0.005336686,0.004596976,0.003946494,0.005974445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004507289,"about_ca_system_score_gemma":0.009009727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089952,"about_ca_topic_score_gemma":0.002858012,"domain_scores_codex":[0.9627513,0.01874963,0.001998376,0.002035076,0.01372471,0.0007408818],"domain_scores_gemma":[0.9547918,0.02325462,0.003342616,0.006287245,0.01131387,0.001009765],"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":[0.00004580427,0.0001656462,0.002591162,0.001869019,0.00003762826,0.0002290268,0.001051506,0.001623558,0.00154385,0.3016821,0.0844363,0.6047243],"study_design_scores_gemma":[0.00001461699,0.0001095609,0.002760816,0.002582939,0.00002224862,0.0005180536,0.0005582477,0.001434032,0.002627724,0.145411,0.8439221,0.00003861413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006703724,0.1637042,0.2326164,0.05240432,0.005357425,0.001198661,0.0006555474,0.001309953,0.5360497],"genre_scores_gemma":[0.2352571,0.1833443,0.3549142,0.02720605,0.005383042,0.002799063,0.002332633,0.0009124756,0.1878512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02913982,"threshold_uncertainty_score":0.1541079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425370415308606,"score_gpt":0.2430285375271532,"score_spread":0.2287748333740672,"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."}}