{"id":"W4200375396","doi":"10.1002/cmtd.202100068","title":"Pressurized Sample Infusion","year":2021,"lang":"en","type":"article","venue":"Chemistry - Methods","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Electrospray ionization; Simple (philosophy); Process engineering; Sample (material); Mass spectrometry; Computer science; Scale (ratio); Moisture; Ionization; Chemistry; Chromatography; Engineering; 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":[0.00110545,0.001343485,0.0007025914,0.0007080744,0.0005258304,0.001010941,0.001226338,0.0009485992,0.01998798],"category_scores_gemma":[0.001585169,0.0003982985,0.0003631004,0.0004593972,0.0005466692,0.0008614275,0.000920037,0.002451453,0.01287721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066243,"about_ca_system_score_gemma":0.0009711235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003025684,"about_ca_topic_score_gemma":0.0003152574,"domain_scores_codex":[0.9987914,0.0001626567,0.00007747544,0.0003494153,0.0004947158,0.0001242731],"domain_scores_gemma":[0.9991404,0.0002027213,0.0001066968,0.0002152156,0.0002372262,0.00009771276],"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":[0.001124444,0.000270906,0.0003515393,0.0005348611,0.0000365921,0.0003871974,0.0001297567,0.0003248222,0.8764456,0.002757477,0.01169333,0.1059436],"study_design_scores_gemma":[0.0002004934,0.001338359,0.001405233,0.0001244659,0.00004236351,0.0009364319,0.00003715939,0.00500267,0.7856237,0.0008230795,0.2043913,0.00007466691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1584629,0.01134599,0.7342018,0.001212591,0.003743163,0.008702993,0.006888841,0.0234575,0.05198426],"genre_scores_gemma":[0.3514919,0.01240505,0.4927482,0.004609596,0.001394995,0.009918949,0.01209153,0.003123556,0.1122163],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01998798,"threshold_uncertainty_score":0.0668664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848953633036407,"score_gpt":0.3673500850631622,"score_spread":0.3388605487327982,"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."}}