{"id":"W1977894978","doi":"10.1088/0957-0233/19/7/075103","title":"Uncertainty evaluation of the NRC imaging diffractometer","year":2008,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Diffractometer; Collimated light; Grating; Optics; Position (finance); Orientation (vector space); Materials science; Coherence (philosophical gambling strategy); Detector; Physics; Laser; Mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002078082,0.00004436737,0.00005020784,0.0001343042,0.0001353688,0.000006618347,0.0001461694,0.00002033025,0.000005107594],"category_scores_gemma":[0.0007033359,0.00003006635,0.000008315933,0.0006151321,0.0003905641,0.00007456115,0.00002816229,0.00006346974,9.173784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103197,"about_ca_system_score_gemma":0.0001324391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004791921,"about_ca_topic_score_gemma":0.000005006782,"domain_scores_codex":[0.9983681,0.000007340782,0.0000882447,0.00009428028,0.001325552,0.0001164606],"domain_scores_gemma":[0.9986866,0.000004857612,0.00002433683,0.0001425717,0.001129239,0.00001242856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.513007e-7,0.00001249465,0.008449322,0.00000820671,0.000004649008,1.702627e-7,0.00007481236,0.00203729,0.9268426,0.0003741786,0.000118382,0.06207749],"study_design_scores_gemma":[0.0004443614,0.00002277248,0.05758768,0.0000436219,0.00004192977,0.00002717888,0.000203822,0.5497897,0.3860779,0.004887885,0.0007261717,0.0001469702],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960143,0.0003257484,0.001551619,0.0004061051,0.0001414017,0.0001334123,5.277748e-7,0.00005101448,0.001375874],"genre_scores_gemma":[0.9998392,0.00002244235,0.000108933,0.00001065095,0.000005492165,0.000009249981,5.575327e-8,0.000002624165,0.000001318918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5477524,"threshold_uncertainty_score":0.143905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102880946995524,"score_gpt":0.2224698513941246,"score_spread":0.1914410419241694,"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."}}