{"id":"W6910476378","doi":"10.4224/crm.2018.galt-1","title":"GALT-1: Isotopic Certified Reference material of galactose","year":2018,"lang":"en","type":"other","venue":"","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; National Research Council Canada","funders":"","keywords":"Certified reference materials; Calibration; Certification; Carbon fibers; Isotope; Galactose; Stable isotope ratio","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001546136,0.001269433,0.000711291,0.004137204,0.001142309,0.001429382,0.003188302,0.001194041,0.02691034],"category_scores_gemma":[0.002219304,0.0003647724,0.0004614853,0.003821475,0.0006353729,0.001087049,0.001670719,0.001013777,0.02822052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451972,"about_ca_system_score_gemma":0.001913876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106786,"about_ca_topic_score_gemma":0.01741149,"domain_scores_codex":[0.997327,0.0001862802,0.00008071608,0.0005471671,0.001729038,0.0001298464],"domain_scores_gemma":[0.9989148,0.00003928105,0.00006706537,0.0001905828,0.0007359391,0.00005229959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008156255,0.0002513641,0.009633224,0.0009983969,0.00007355244,0.0004233406,0.0002716453,0.001959034,0.4755166,0.02066896,0.2087343,0.2806538],"study_design_scores_gemma":[0.00004783599,0.0001162409,0.006850474,0.0001629585,0.00005189359,0.0005892654,0.000116097,0.002587564,0.2264834,0.003192112,0.7597077,0.00009442152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.08836785,0.006074762,0.3580469,0.0009649068,0.001956403,0.001561554,0.1195656,0.0237992,0.3996628],"genre_scores_gemma":[0.2344229,0.005841202,0.2634416,0.001532961,0.0003703463,0.001486918,0.2366449,0.009625301,0.246634],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02691034,"threshold_uncertainty_score":0.09002405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479646958740335,"score_gpt":0.2394021858007091,"score_spread":0.2246057162133058,"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."}}