{"id":"W4386730892","doi":"10.1088/1681-7575/acf9a8","title":"Autocollimators: plane angle measurand ambiguities and the impact of surface form","year":2023,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Surface (topology); Plane (geometry); Zernike polynomials; Mathematics; Interferometry; Monte Carlo method; Planar; Sensitivity (control systems); Optics; Geometry; Physics; Wavefront; Statistics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005474228,0.00065885,0.0005503687,0.001065664,0.0005199141,0.001318534,0.001053834,0.0007003302,0.0006534468],"category_scores_gemma":[0.02885196,0.0005469884,0.0005455664,0.001103872,0.001925216,0.00193703,0.001328375,0.0008075978,0.0000814469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648806,"about_ca_system_score_gemma":0.0004733399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119992,"about_ca_topic_score_gemma":0.00116948,"domain_scores_codex":[0.9947496,0.001647087,0.0002093396,0.0008370253,0.002323058,0.000233898],"domain_scores_gemma":[0.9744645,0.01647363,0.002696708,0.004773808,0.001435274,0.0001561557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001525327,0.00032407,0.1007999,0.0003793777,0.000282194,0.0007503044,0.0008938306,0.4259497,0.2623526,0.07630972,0.0003106787,0.1301223],"study_design_scores_gemma":[0.00005337045,0.00110297,0.04911753,0.00003043963,0.00007011876,0.0008149645,0.0002488661,0.5318598,0.3881325,0.02709072,0.001326907,0.0001519352],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6505415,0.0002103581,0.3462039,0.00009449843,0.00001956885,0.000111309,0.0001768142,0.0002631155,0.002379132],"genre_scores_gemma":[0.9750122,0.00004567572,0.02458517,0.00001496681,0.000004550053,0.00003421289,0.00006344421,0.00004311,0.0001966962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005474228,"threshold_uncertainty_score":0.02895081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058888224501797,"score_gpt":0.2625564191456042,"score_spread":0.2419675369005863,"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."}}