{"id":"W4289278087","doi":"10.21203/rs.3.rs-1902466/v1","title":"The NORMAN Suspect List Exchange (NORMAN-SLE): Facilitating European and Worldwide Collaboration on Suspect Screening in High Resolution Mass Spectrometry","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"FP7 Food, Agriculture and Fisheries, Biotechnology; European Social Fund; U.S. National Library of Medicine; National Institute of General Medical Sciences; National Cancer Institute; Bundesministerium für Umwelt, Naturschutz, nukleare Sicherheit und Verbraucherschutz; Agencia Estatal de Investigación; MAVA Foundation; Instituto de Salud Carlos III; National Health and Medical Research Council; Sveriges Lantbruksuniversitet; National Institutes of Health; U.S. Environmental Protection Agency; Vlaamse regering; University of Queensland; Environmental Protection Administration, Executive Yuan, R.O.C. Taiwan; Generalitat Valenciana; Danmarks Tekniske Universitet; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canadian Institutes of Health Research; Fonds Wetenschappelijk Onderzoek; European Regional Development Fund; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; National Science Foundation; Deutsche Forschungsgemeinschaft; European Commission; Genome Canada; Australian Research Council; Vanderbilt University; Fonds National de la Recherche Luxembourg","keywords":"Suspect; Computer science; Identifier; Resource (disambiguation); Library science; World Wide Web; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.07073335,0.002378202,0.001619527,0.01467934,0.003291978,0.008746174,0.005009545,0.003784603,0.07115898],"category_scores_gemma":[0.07065453,0.001164008,0.001975101,0.009420591,0.002261328,0.01415055,0.0231561,0.002565929,0.072158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668115,"about_ca_system_score_gemma":0.01312246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006681126,"about_ca_topic_score_gemma":0.008393056,"domain_scores_codex":[0.9704614,0.01301679,0.002891116,0.002909027,0.009235859,0.001485845],"domain_scores_gemma":[0.9217642,0.02556069,0.006896699,0.0171892,0.02117334,0.007415947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007822663,0.0002636196,0.004025742,0.001849309,0.000113044,0.0005763544,0.001921717,0.0008973732,0.008713144,0.01269274,0.7786732,0.1894915],"study_design_scores_gemma":[0.0001052892,0.00006472158,0.003098081,0.0008272082,0.000041455,0.0001893829,0.0005695426,0.001350022,0.005139567,0.007218283,0.9812949,0.0001015136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02971981,0.008590122,0.3887597,0.03726069,0.00517099,0.005386337,0.2092623,0.1035755,0.2122746],"genre_scores_gemma":[0.04098964,0.003900746,0.4852415,0.006342079,0.001335909,0.002695986,0.3723394,0.02580215,0.06135265],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9912539,"threshold_uncertainty_score":0.3740782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06082581886441959,"score_gpt":0.375382752668978,"score_spread":0.3145569338045584,"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."}}