{"id":"W4253543950","doi":"10.1515/iupac.85.0501","title":"Ion Collector","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; National Research Council Canada","funders":"","keywords":"Chemical nomenclature; Terminology; Mass spectrometry; Chemistry; European commission; Analytical Chemistry (journal); Chromatography; European union; Organic chemistry; Business; Linguistics","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":[0.002410146,0.002126146,0.001963431,0.004861824,0.00129977,0.005066902,0.003607593,0.001623829,0.1806748],"category_scores_gemma":[0.01268167,0.0007560822,0.001890799,0.009813782,0.0004628003,0.004162475,0.002975355,0.001984517,0.3386787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197446,"about_ca_system_score_gemma":0.004328081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354115,"about_ca_topic_score_gemma":0.01829295,"domain_scores_codex":[0.9970464,0.0004299829,0.0004332502,0.0008915624,0.0009137473,0.0002850491],"domain_scores_gemma":[0.9942058,0.001110059,0.0005510692,0.001594277,0.002228768,0.0003101151],"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":[0.00009486321,0.00001113691,0.000524401,0.0006822716,0.00002610052,0.00001324179,0.00001965408,0.0001379769,0.0001088058,0.0008237779,0.9886318,0.008925821],"study_design_scores_gemma":[0.00006255605,0.000007128122,0.001025352,0.0002279678,0.00001809866,0.00002673101,0.00003827167,0.0001276118,0.00024974,0.001322174,0.9968793,0.00001509481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001008286,0.0002184152,0.0003940487,0.0001413005,0.00007347224,0.00004044484,0.9928981,0.001915368,0.004217998],"genre_scores_gemma":[0.000340093,0.0003279742,0.001108751,0.0001721343,0.00002325145,0.0001314479,0.9945967,0.0004246868,0.002874872],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1806748,"threshold_uncertainty_score":0.6044174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168868692335243,"score_gpt":0.3811974302151352,"score_spread":0.3695087432917828,"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."}}