{"id":"W6910214174","doi":"10.4224/crm.2018.apro-1","title":"APRO-1: Certified Reference Material of L-proline","year":2018,"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":"Certification; Certified reference materials; Product certification; Reference data; Calibration","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":[0.001903005,0.001513014,0.0007307474,0.003734105,0.001359529,0.001325366,0.00330123,0.001389586,0.04323368],"category_scores_gemma":[0.003955513,0.0005245894,0.0003839526,0.003380066,0.0007507592,0.001459905,0.001213696,0.001273678,0.04562937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009476087,"about_ca_system_score_gemma":0.002346395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004258316,"about_ca_topic_score_gemma":0.00801657,"domain_scores_codex":[0.9954301,0.0004642387,0.0001860476,0.0008510024,0.002887882,0.0001806096],"domain_scores_gemma":[0.9976143,0.0001674629,0.0002208256,0.0003092689,0.001560983,0.0001271248],"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":[0.001051424,0.0004182719,0.002605293,0.003085523,0.00007062378,0.0007472192,0.0004038645,0.001025977,0.5392636,0.008890575,0.2126301,0.2298075],"study_design_scores_gemma":[0.00006323359,0.000279062,0.004342202,0.0004064884,0.00005853006,0.0008645511,0.0001480293,0.001122207,0.2915175,0.001492267,0.6996226,0.00008328785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.08351367,0.01314618,0.2222532,0.001513494,0.002856026,0.002706344,0.1733903,0.01566534,0.4849553],"genre_scores_gemma":[0.1831828,0.01295725,0.2501297,0.001626639,0.0004966854,0.001962771,0.2100471,0.00663634,0.3329608],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04323368,"threshold_uncertainty_score":0.1446311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137665650234592,"score_gpt":0.2436977831757012,"score_spread":0.2223211266733553,"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."}}