{"id":"W2471751679","doi":"10.6028/nist.tn.1444","title":"International comparison of guarded hot plate apparatus using national and regional reference materials","year":2002,"lang":"en","type":"report","venue":"","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Hot plate; Computer science; Environmental science; Materials science; Composite material","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":[0.01521477,0.00123171,0.0007030885,0.00286396,0.0006900504,0.001398427,0.002849635,0.001217129,0.002011302],"category_scores_gemma":[0.01793219,0.0005355549,0.001019364,0.004163398,0.0008567505,0.001393228,0.001316086,0.0007757554,0.001696914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134795,"about_ca_system_score_gemma":0.0005901738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704,"about_ca_topic_score_gemma":0.003807232,"domain_scores_codex":[0.9808349,0.006122715,0.00184987,0.003193008,0.00748364,0.0005158504],"domain_scores_gemma":[0.9766174,0.003585866,0.0015676,0.004862894,0.01296837,0.0003978517],"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":[0.009849328,0.001415653,0.1081903,0.002173967,0.001320429,0.0003827182,0.00230281,0.01789504,0.5168348,0.006779102,0.006892066,0.3259638],"study_design_scores_gemma":[0.0001527644,0.006916931,0.1336162,0.0001511071,0.0008237401,0.0007991985,0.0009641958,0.01037393,0.8267187,0.0008794789,0.01839625,0.0002075692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576241,0.002474147,0.114761,0.0001725073,0.0005662267,0.0004608121,0.003600885,0.001414706,0.01892575],"genre_scores_gemma":[0.8910692,0.0007094218,0.09917981,0.00006774959,0.00005992466,0.0002808218,0.004373116,0.0003801501,0.003879798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521477,"threshold_uncertainty_score":0.08046436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.795083433317186,"score_gpt":0.5389093128924605,"score_spread":0.2561741204247255,"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."}}