{"id":"W6910223558","doi":"10.4224/crm.2017.aleu-1","title":"ALEU-1: Certified Reference Material for L-leucine","year":2017,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fraction (chemistry); Certified reference materials; Mass fraction; Certification; Impurity","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001268504,0.0006768688,0.0007548284,0.0002619955,0.0001888943,0.001241396,0.001054016,0.000732279,0.0003503194],"category_scores_gemma":[0.0003860881,0.0006401674,0.0002495916,0.00004388431,0.0002886952,0.0004066086,0.0002408152,0.0002183429,0.002636558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454693,"about_ca_system_score_gemma":0.0003243756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003914772,"about_ca_topic_score_gemma":0.0001582913,"domain_scores_codex":[0.9971389,0.00002923379,0.0004283084,0.0009907548,0.0007938162,0.0006190182],"domain_scores_gemma":[0.9965351,0.00004971056,0.0009763616,0.001978701,0.0002218392,0.0002382838],"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":[0.0003184755,0.00009757635,0.00004633792,0.0002140718,0.0001767439,0.00006589945,0.000009983287,1.270491e-7,0.008189294,0.0001414342,0.9851444,0.00559559],"study_design_scores_gemma":[0.0006934284,0.0001556161,0.00009628507,0.0006291495,0.0001001871,0.00006560324,0.000004581792,0.000003081426,0.005488147,0.0001152107,0.9919243,0.0007243691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002100731,0.000251469,0.00002739972,0.00000802073,0.004414571,0.0009490587,0.004698311,0.001106072,0.988335],"genre_scores_gemma":[0.02326949,0.000007811633,0.0001873188,0.00001563792,0.002723309,0.0002303808,0.0009915527,0.002183789,0.9703907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02305942,"threshold_uncertainty_score":0.9997954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623032279261412,"score_gpt":0.2751746647877701,"score_spread":0.238944341995156,"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."}}