{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002797155,0.0004060307,0.0005084103,0.0001583969,0.00006920555,0.00004777121,0.0003607482,0.0002153864,0.0008015133],"category_scores_gemma":[0.0001365543,0.0003031636,0.00009330548,0.0001226848,0.00008553189,0.00008069597,0.000102204,0.0002275972,0.000006280404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409541,"about_ca_system_score_gemma":0.00009697817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669235,"about_ca_topic_score_gemma":0.00007445962,"domain_scores_codex":[0.9983782,0.0000133074,0.0003108615,0.0002839239,0.0005369203,0.0004767887],"domain_scores_gemma":[0.9991621,0.00003577859,0.0000369941,0.000519797,0.0001199706,0.0001253329],"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":[0.00001706884,0.00001390598,8.192625e-8,0.0002222053,0.00005532923,0.00001949641,0.000008981059,0.0003072533,0.0003682919,0.000003746356,0.9986993,0.0002843194],"study_design_scores_gemma":[0.0002100492,0.0001212789,0.000002105682,0.0003211482,0.00003879871,0.000007893494,0.000007036846,0.0000236109,0.0004240802,0.00001627549,0.9984244,0.0004034003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002355264,0.001517003,0.0005882533,0.00008843844,0.003273745,0.0001151715,0.9935393,0.000506066,0.0001364719],"genre_scores_gemma":[0.00009567886,0.004592219,0.00007512349,0.0000370962,0.001203055,0.00002117337,0.993771,0.00005501115,0.0001495984],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003075216,"threshold_uncertainty_score":0.9999421,"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."}}