{"id":"W2520856548","doi":"","title":"Phase-step calibration extends 19th century standard into 21st","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calibration; Optics; Phase (matter); Computer science; Materials science; Electronic engineering; Physics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00009493602,0.0001101174,0.0001204709,0.00007408636,0.00004751,0.00001184543,0.00007663274,0.00007341326,0.000110602],"category_scores_gemma":[0.00001459295,0.0001087005,0.00003436546,0.0001028971,0.00002859219,0.0001732682,0.00001109246,0.0001253069,0.000008548089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013803,"about_ca_system_score_gemma":0.00001699674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001857093,"about_ca_topic_score_gemma":0.00001087649,"domain_scores_codex":[0.9994123,0.00000825249,0.0001336112,0.0001173402,0.000143942,0.0001845377],"domain_scores_gemma":[0.9997447,0.000006294067,0.00001791697,0.0001467032,0.00002658021,0.0000578166],"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":[0.00006622062,0.00009722466,0.00009471102,0.00004968773,0.00003796399,0.00001061948,0.0002979963,0.001385071,0.827635,0.0166978,0.002954094,0.1506736],"study_design_scores_gemma":[0.003468676,0.0005264719,0.00004913937,0.0000565366,0.00003366106,0.000006068893,0.00009764408,0.001548282,0.7487328,0.04059933,0.204488,0.0003933582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06443844,0.0005398255,0.8798377,0.0002346464,0.0004856505,0.0002412611,0.00001404447,0.001578426,0.05263003],"genre_scores_gemma":[0.9421819,0.0002746191,0.05725165,0.000072982,0.0001047388,0.00002829126,0.00002205556,0.00002591949,0.00003784514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8777435,"threshold_uncertainty_score":0.4432679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188803184304283,"score_gpt":0.2588152607622298,"score_spread":0.246927228919187,"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."}}