{"id":"W2063636067","doi":"10.1007/s12127-012-0098-9","title":"Peak capacity in differential mobility spectrometry: effects of transport gas and gas modifiers","year":2012,"lang":"en","type":"article","venue":"International Journal for Ion Mobility Spectrometry","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Ion-mobility spectrometry; Analyte; Mass spectrometry; Chemistry; Analytical Chemistry (journal); Cluster (spacecraft); Extraction (chemistry); Waveform; Ion; Chemical physics; Chromatography; Computer science; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000737338,0.000357658,0.0005839867,0.0007036448,0.0001274097,0.00006116803,0.00062285,0.0002461024,0.001686649],"category_scores_gemma":[0.0003551877,0.0003482822,0.000411686,0.0004808281,0.0002276453,0.000395519,0.00009257709,0.0007916161,0.000002403351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563492,"about_ca_system_score_gemma":0.00005716473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165615,"about_ca_topic_score_gemma":0.00002817903,"domain_scores_codex":[0.9970918,0.00005622703,0.000954252,0.0004944251,0.0007610102,0.0006423222],"domain_scores_gemma":[0.9981001,0.0004305206,0.0004471421,0.0004401203,0.0002482432,0.000333893],"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":[0.000553164,0.004059226,0.1646695,0.0006671157,0.0003888737,0.00001200391,0.000424188,0.00001050235,0.7982279,0.02626916,0.0001647574,0.004553594],"study_design_scores_gemma":[0.003148877,0.0003545337,0.2516196,0.0002132617,0.0001529275,0.0003498465,0.0002601669,0.0005030324,0.6666303,0.07451642,0.001565352,0.000685644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859211,0.0003040532,0.01027711,0.0003656784,0.0006015516,0.0004268465,0.0001769718,0.00007720163,0.001849436],"genre_scores_gemma":[0.9941192,0.0004040426,0.004444174,0.00002436782,0.000693025,0.0001158672,0.00005611293,0.00003718684,0.0001060346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315976,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802935053803675,"score_gpt":0.2823883648773957,"score_spread":0.2643590143393589,"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."}}