{"id":"W2133901564","doi":"10.1002/rcm.784","title":"Generic serial and parallel on‐line direct‐injection using turbulent flow liquid chromatography/tandem mass spectrometry","year":2002,"lang":"en","type":"article","venue":"Rapid Communications in Mass Spectrometry","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada)","funders":"","keywords":"Chromatography; Chemistry; Process engineering; Mass spectrometry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003310638,0.0005580414,0.0006880632,0.0007895367,0.0004916636,0.0001464807,0.00113165,0.0004177305,0.002805651],"category_scores_gemma":[0.0001012208,0.0006029996,0.0003517269,0.002656754,0.0004722588,0.0002118107,0.0002347158,0.001060505,0.00002990644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599707,"about_ca_system_score_gemma":0.00003170425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003219248,"about_ca_topic_score_gemma":0.0000135164,"domain_scores_codex":[0.9969922,0.000150247,0.000828053,0.0007766125,0.0005031338,0.0007497236],"domain_scores_gemma":[0.9966274,0.0003252834,0.000293912,0.00240765,0.0000754084,0.0002703105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004730943,0.003420467,0.02127656,0.0005487222,0.00130479,0.00009960433,0.0004534448,0.005495796,0.9609929,0.003651404,0.001067718,0.001215466],"study_design_scores_gemma":[0.01071586,0.00227522,0.00450292,0.001280874,0.001110333,0.001034264,0.002466089,0.6098067,0.3426636,0.009602463,0.0085802,0.005961547],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990715,0.01196382,0.006311086,0.001273856,0.0001663579,0.0003222363,0.00007396881,0.0006067355,0.08021046],"genre_scores_gemma":[0.9336614,0.007185265,0.05827826,0.0001063119,0.000327603,0.00005555335,0.00009269977,0.00007595598,0.0002169738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6183294,"threshold_uncertainty_score":0.9996421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550003039694632,"score_gpt":0.267659400165608,"score_spread":0.2321593697686616,"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."}}