{"id":"W4234990768","doi":"10.1016/b978-0-444-59482-2.00003-8","title":"Flow injection","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Analyte; Microscale chemistry; Calibration; Nebulizer; Sample preparation; Inductively coupled plasma mass spectrometry; Detector; Flow injection analysis; Chemistry; Sample (material); Detection limit; Chromatography; Analytical Chemistry (journal); Mass spectrometry; Process engineering; Computer science; Engineering","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":[0.0006542039,0.001796472,0.0008927393,0.002434345,0.00107784,0.001848224,0.001599527,0.001190389,0.2023687],"category_scores_gemma":[0.0006204747,0.000918467,0.0006436221,0.001280444,0.0006487299,0.001647102,0.001538329,0.001938646,0.159604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829516,"about_ca_system_score_gemma":0.001075648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117374,"about_ca_topic_score_gemma":0.002070501,"domain_scores_codex":[0.9993045,0.00003046012,0.00002186043,0.0002211323,0.0003570237,0.00006493618],"domain_scores_gemma":[0.9998042,0.00003878308,0.00001166797,0.00003696334,0.00008821599,0.00002017547],"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":[0.0003346493,0.000394129,0.000334716,0.001034559,0.00003386233,0.0001919748,0.0002162355,0.0006388393,0.220621,0.02579136,0.194506,0.5559026],"study_design_scores_gemma":[0.0000665211,0.0001653762,0.0008053139,0.0002000602,0.00003838405,0.0004509398,0.00006042346,0.002597812,0.1937771,0.004177862,0.7976111,0.00004910537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.009003936,0.006457572,0.234493,0.0008122742,0.002151339,0.001353587,0.007696063,0.01997412,0.7180581],"genre_scores_gemma":[0.01758475,0.003920486,0.05807149,0.001167291,0.0002943981,0.0008354906,0.008361375,0.002066165,0.9076985],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2023687,"threshold_uncertainty_score":0.6769907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632570752630094,"score_gpt":0.2597394074230641,"score_spread":0.2334136998967632,"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."}}