{"id":"W2911651630","doi":"10.1088/0026-1394/56/1a/08010","title":"Mass fraction assignment of Amino Acids in acidic aqueous solution (CCQM-K78.a)","year":2019,"lang":"en","type":"article","venue":"Metrologia","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; National Research Council Canada","funders":"","keywords":"Aqueous solution; Chemistry; Gravimetric analysis; Calibration; Analyte; Mass fraction; Chromatography; Fraction (chemistry); Analytical Chemistry (journal); Mathematics; Organic chemistry; Statistics","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":[0.007986283,0.001342825,0.000776327,0.002207582,0.001427268,0.001442709,0.001912508,0.001828546,0.01269106],"category_scores_gemma":[0.009081801,0.0004479493,0.0007092482,0.001428352,0.0008925212,0.001711967,0.002336689,0.0009532674,0.008120248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330976,"about_ca_system_score_gemma":0.003077451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004290375,"about_ca_topic_score_gemma":0.004089559,"domain_scores_codex":[0.9921732,0.001122705,0.000439598,0.001528985,0.004344274,0.0003911986],"domain_scores_gemma":[0.994624,0.0005158574,0.0005976007,0.0006062565,0.003399998,0.0002563624],"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":[0.00182995,0.000198805,0.003013028,0.00128236,0.00006491726,0.0001572805,0.0004321052,0.002896148,0.8589699,0.006804215,0.02010885,0.1042424],"study_design_scores_gemma":[0.0001681452,0.001154367,0.00745225,0.0001705641,0.00004598917,0.0005540657,0.0002501298,0.0139111,0.8225861,0.002903987,0.1506539,0.0001494078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3381076,0.006333367,0.5229174,0.002621634,0.001624876,0.006425187,0.03139307,0.01254174,0.07803521],"genre_scores_gemma":[0.4823176,0.001825576,0.4537944,0.00149357,0.000200041,0.003830362,0.02437394,0.003049613,0.02911489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01269106,"threshold_uncertainty_score":0.04245579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009401856274107593,"score_gpt":0.227079354888733,"score_spread":0.2176774986146255,"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."}}