{"id":"W6982863914","doi":"","title":"Laboratory accreditation of the Acoustical Standards Program at the Institute for National Measurements Standards","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Metrology; Certification and Accreditation; Quality assurance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02185396,0.0001037364,0.000139816,0.00008696516,0.0005516178,0.0001777823,0.0006272717,0.0000582349,0.0005743777],"category_scores_gemma":[0.02503031,0.00005209938,0.0001207213,0.0007999595,0.0003949639,0.0002690277,0.00008285572,0.00007710033,0.00001030689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008279155,"about_ca_system_score_gemma":0.003554765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002447994,"about_ca_topic_score_gemma":0.0004897655,"domain_scores_codex":[0.9875895,0.0001992614,0.0005192435,0.0003149193,0.01118906,0.0001879746],"domain_scores_gemma":[0.9898117,0.0003897539,0.0002851972,0.0003900635,0.009068504,0.00005477757],"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":[0.001269647,0.0005801297,0.003876731,0.00005917008,0.0001556416,4.654834e-7,0.002770768,0.0252849,0.2296079,0.02349254,0.6243663,0.08853581],"study_design_scores_gemma":[0.005369315,0.000554295,0.01909806,0.0001328534,0.0001321576,0.000002193314,0.0007991017,0.006653308,0.09858287,0.357551,0.5107635,0.0003613463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7913399,0.0001474712,0.1170077,0.01708338,0.01027292,0.006432776,0.005195336,0.0001249058,0.05239563],"genre_scores_gemma":[0.9947749,7.722996e-7,0.004276027,0.0001687221,0.0001539958,0.0001361781,0.0000225493,0.000006576017,0.0004602816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3340585,"threshold_uncertainty_score":0.9831823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2380573983172726,"score_gpt":0.4561314458628029,"score_spread":0.2180740475455303,"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."}}