{"id":"W3038774573","doi":"10.1364/ol.392955","title":"Fundamental quantum limits in ellipsometry","year":2020,"lang":"en","type":"article","venue":"Optics Letters","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministry of Education and Science of the Russian Federation; Fundacja na rzecz Nauki Polskiej; Canada Excellence Research Chairs, Government of Canada; Ministerio de Ciencia, Innovación y Universidades","keywords":"Quantum limit; Optics; Quantum imaging; Physics; Heisenberg limit; Limit (mathematics); Quantum; Quantum optics; Coherent states; Quantum metrology; Uncertainty principle; Quantum mechanics; Quantum state; Ellipsometry; Quantum information; Quantum network; Thin film; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004069876,0.0001176126,0.0001291219,0.0001093801,0.00002050375,0.00004346876,0.0001155342,0.00005816367,0.00008247999],"category_scores_gemma":[0.00003339569,0.0001316842,0.00003885385,0.000521365,0.00002963713,0.0001074939,0.00001817351,0.0002350751,0.0005569539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000444673,"about_ca_system_score_gemma":0.000003931018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001207862,"about_ca_topic_score_gemma":7.029418e-7,"domain_scores_codex":[0.9992863,0.000009722869,0.0001846389,0.0001338392,0.0001379853,0.0002475352],"domain_scores_gemma":[0.9997071,0.00003348281,0.0000110108,0.00009543911,0.000005957359,0.0001470355],"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":[0.00004703553,0.0001939208,0.05112422,0.0005454423,0.0001438431,0.0002270822,0.001984255,0.3486802,0.5393593,0.01344212,0.04028652,0.003965992],"study_design_scores_gemma":[0.001140597,0.00009373733,0.009017093,0.00004173501,0.00002072449,0.000005437165,0.0002821009,0.9621202,0.00853782,0.00005614002,0.01793038,0.0007540638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682614,0.0001438816,0.01644142,0.007922931,0.0004762084,0.0001156185,0.000009258789,0.0003255638,0.006303729],"genre_scores_gemma":[0.9912201,0.00004340983,0.002613597,0.005916524,0.0001344307,0.000002338034,0.00001050977,0.00003360599,0.00002547753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6134399,"threshold_uncertainty_score":0.7158702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818418551819297,"score_gpt":0.2074870091381867,"score_spread":0.1893028236199937,"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."}}