{"id":"W4237655462","doi":"10.1515/iupac.85.0735","title":"Sheath Liquid","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Engineering and Materials Science Studies","field":"Engineering","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; Standardization; Analytical Chemistry (journal); Computer science; Chromatography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003134362,0.001380668,0.001743063,0.005190644,0.001189746,0.005252208,0.002434015,0.001370459,0.1691439],"category_scores_gemma":[0.01847039,0.0006236872,0.001661195,0.01102411,0.0004566901,0.003815393,0.002691027,0.001884621,0.2586513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860097,"about_ca_system_score_gemma":0.004865184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156487,"about_ca_topic_score_gemma":0.01483984,"domain_scores_codex":[0.9954531,0.0008045061,0.0008690141,0.001176766,0.00134889,0.0003476524],"domain_scores_gemma":[0.9924246,0.002169924,0.0008602781,0.002000764,0.002218745,0.000325644],"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":[0.0001661611,0.00002683253,0.001017972,0.001552573,0.0000589729,0.00003316634,0.00004096973,0.0001787951,0.0003242223,0.001352358,0.9729835,0.02226458],"study_design_scores_gemma":[0.00006186747,0.00001019322,0.001301679,0.0003249597,0.00002439309,0.00004335359,0.00003818833,0.000118416,0.000379266,0.001319588,0.9963613,0.00001681598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002956579,0.000542015,0.0007553757,0.0002173823,0.0001150385,0.00009139579,0.989842,0.0019812,0.006159937],"genre_scores_gemma":[0.0007922987,0.0005986964,0.001731443,0.000270963,0.00003201834,0.0002567078,0.991824,0.0005257632,0.003968154],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1691439,"threshold_uncertainty_score":0.5658427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008434009312623303,"score_gpt":0.3356189563822405,"score_spread":0.3271849470696173,"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."}}