{"id":"W2342438648","doi":"10.1002/jssc.201600054","title":"Flow‐modulated targeted signal enhancement for volatile organic compounds","year":2016,"lang":"en","type":"article","venue":"Journal of Separation Science","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Analyte; Flame ionization detector; Detector; SIGNAL (programming language); Modulation (music); Analytical Chemistry (journal); Volumetric flow rate; Two-dimensional gas; Gas chromatography; Chromatography; Ionization; Flow (mathematics); Chemistry; Materials science; Optics; Mechanics; Physics","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":[0.0003755433,0.0006058935,0.0003281807,0.0003548747,0.00017141,0.0002979198,0.0004937443,0.0004621238,0.0007949516],"category_scores_gemma":[0.0004550458,0.0001808269,0.0003274029,0.0002136485,0.0003546185,0.0005345194,0.0003861786,0.0005471209,0.0003591478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321214,"about_ca_system_score_gemma":0.0002173056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00037652,"about_ca_topic_score_gemma":0.0006891461,"domain_scores_codex":[0.9997651,0.00004455281,0.000007991185,0.00007108682,0.00007452771,0.00003680105],"domain_scores_gemma":[0.9998434,0.00005686144,0.000037045,0.000009695411,0.00003981082,0.00001323854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003527065,0.000008533105,0.00003280396,0.00003032134,0.000003273225,0.00001782109,0.000008649141,0.00004513164,0.9960455,0.00007450479,0.0000401307,0.003658028],"study_design_scores_gemma":[0.000005179452,0.0001005323,0.0003046835,0.000003135941,0.000006419926,0.00008275356,0.000003845728,0.001506974,0.9967318,0.00005017065,0.001197806,0.000006735285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6516215,0.00535854,0.3369432,0.0004654586,0.0002235044,0.0002643139,0.0002625635,0.001187033,0.003673862],"genre_scores_gemma":[0.8676221,0.003443334,0.1225537,0.0007974695,0.0001128598,0.0001921307,0.0003816299,0.0001130668,0.00478367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007949516,"threshold_uncertainty_score":0.00265938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423731861462747,"score_gpt":0.2888485863180105,"score_spread":0.2746112677033831,"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."}}