{"id":"W1502785712","doi":"10.1088/0026-1394/39/2/12","title":"EUROMET Project 432: Frequency performance of 12 906   and 6453   reference resistors for ac quantum Hall effect experiments","year":2002,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistor; Bifilar coil; Resistive touchscreen; Electrical engineering; Physics; Materials science; Engineering; Current (fluid); Voltage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002944779,0.000208385,0.0003268825,0.0002124598,0.00004901868,0.000009040265,0.0001882955,0.0001149465,0.00001329705],"category_scores_gemma":[0.0002717613,0.0001771757,0.00004572517,0.0002605489,0.00005370035,0.0001447267,0.00002465626,0.0001769914,0.000003226911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006111,"about_ca_system_score_gemma":0.000004482264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001136397,"about_ca_topic_score_gemma":0.000001627696,"domain_scores_codex":[0.9989253,0.00004229695,0.0002690004,0.0002472119,0.0001781647,0.0003380107],"domain_scores_gemma":[0.999441,0.000158325,0.00006668147,0.0002501881,0.00004201774,0.00004174652],"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":[0.0001755911,0.0001156822,0.02437286,0.0006666315,0.0001272856,0.000004309993,0.0001217919,0.00009662304,0.9519096,0.0006545749,0.005378062,0.01637698],"study_design_scores_gemma":[0.001207077,0.006045134,0.01460461,0.0001010864,0.00007649454,0.000005901145,0.000007670736,0.01854981,0.9557427,0.0004039544,0.002653755,0.0006017645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880198,0.002765164,0.005064887,0.00001121425,0.00009487459,0.0007121001,0.000009191323,0.0005113343,0.002811497],"genre_scores_gemma":[0.9877948,0.0003086476,0.01150837,0.00001492335,0.00001916918,0.0002400643,0.000003557488,0.00003207571,0.00007837405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845319,"threshold_uncertainty_score":0.7225015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193816672611294,"score_gpt":0.2713237223738538,"score_spread":0.2093855556477408,"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."}}