{"id":"W6947798898","doi":"10.4224/crm.2004.soph-1","title":"SOPH-1: Marine Sediment Certified Reference Material for the Determination of Butyltin Compounds","year":2004,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Certified reference materials; Sediment; Calibration; Certification; National standard","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":[0.001419188,0.001371905,0.0007934569,0.003107522,0.0007979996,0.0007790613,0.002225396,0.000978274,0.01723715],"category_scores_gemma":[0.001555426,0.0004629591,0.0004981523,0.002081123,0.0003887339,0.0005422023,0.0009723317,0.0005179963,0.01521999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167605,"about_ca_system_score_gemma":0.002225909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433621,"about_ca_topic_score_gemma":0.0440797,"domain_scores_codex":[0.9977883,0.0001948528,0.0001535292,0.000340224,0.001399541,0.0001235575],"domain_scores_gemma":[0.9989933,0.0000343056,0.0001074162,0.0001823955,0.000619597,0.00006287509],"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":[0.0007131339,0.0002378586,0.01156579,0.001188192,0.0001129734,0.000466208,0.0001734947,0.0009056042,0.6968099,0.003871527,0.09217431,0.1917809],"study_design_scores_gemma":[0.00009144232,0.0005686613,0.04558852,0.0002371246,0.0001618093,0.001289074,0.000129095,0.002286403,0.4478076,0.001152791,0.500576,0.0001115437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.2124203,0.006507106,0.158104,0.0008147372,0.0009897754,0.002276728,0.2733405,0.01413829,0.3314086],"genre_scores_gemma":[0.1912798,0.006104336,0.1846,0.0007926636,0.0001406007,0.001450148,0.3820749,0.002062267,0.2314954],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01723715,"threshold_uncertainty_score":0.05766404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478977512874062,"score_gpt":0.2263930891290524,"score_spread":0.2116033140003118,"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."}}