{"id":"W2354819458","doi":"","title":"Metrological Confirmation of Measure Equipment","year":2007,"lang":"en","type":"article","venue":"Electronics Quality","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Measure (data warehouse); Metrology; Systems engineering; Engineering; Computer science; Reliability engineering; Data mining; Mathematics; Statistics","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":[0.003192444,0.00008770544,0.0001634532,0.00005491618,0.00002891602,0.000004123977,0.00006631239,0.00007829236,0.00004849386],"category_scores_gemma":[0.0001348988,0.00008332088,0.0000572275,0.0001726483,0.0000208303,0.0000591112,0.000007014434,0.0001805246,0.000005686886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503818,"about_ca_system_score_gemma":0.00001525347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002065226,"about_ca_topic_score_gemma":0.0000243177,"domain_scores_codex":[0.9989415,0.0000820666,0.0003491715,0.00009341932,0.000277407,0.0002564036],"domain_scores_gemma":[0.9995695,0.0001068173,0.00005894524,0.0001411571,0.00007663495,0.00004697426],"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":[0.000142022,0.00006098841,0.00063249,0.00009003994,0.00008566035,6.636806e-7,0.0001674242,0.004554373,0.8321205,0.03002764,0.00008742724,0.1320308],"study_design_scores_gemma":[0.0005096614,0.0001511454,0.005764425,0.000006789422,0.00001705303,0.000001915652,0.00006255543,0.001114393,0.9685078,0.007455289,0.01620778,0.0002011661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.165542,0.001360628,0.8232434,0.00001385635,0.0001541285,0.00009526353,0.00000110621,0.0001753052,0.009414289],"genre_scores_gemma":[0.9909052,0.00004326069,0.008946492,0.0000254092,0.00004119195,0.000003699092,0.00000307592,0.000008641662,0.00002305271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8253632,"threshold_uncertainty_score":0.3397727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05601565668883898,"score_gpt":0.3479221472926358,"score_spread":0.2919064906037968,"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."}}