{"id":"W2073830579","doi":"10.1364/qels.2011.qfd5","title":"Squeezing-enhanced adaptive optical phase estimation","year":2011,"lang":"en","type":"article","venue":"","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase (matter); Adaptive optics; Beam (structure); Estimation; Optics; Relative phase; Physics; Computer science; Control theory (sociology); Artificial intelligence; Engineering; Quantum mechanics","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":[0.0006549172,0.0004249648,0.000246561,0.0002641245,0.0002111096,0.000425195,0.0006776765,0.0005316556,0.0008128634],"category_scores_gemma":[0.002697262,0.0002493452,0.0001935735,0.00046781,0.0005915183,0.0009659879,0.000965646,0.0005713818,0.0001719477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713227,"about_ca_system_score_gemma":0.0004254058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000593812,"about_ca_topic_score_gemma":0.001188808,"domain_scores_codex":[0.9994165,0.0001153652,0.00002271723,0.00009375405,0.000306442,0.00004520464],"domain_scores_gemma":[0.998638,0.0007304539,0.0002734873,0.0001619926,0.0001479535,0.00004810251],"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":[0.0006554718,0.0001618801,0.00218103,0.00008862154,0.00007338888,0.0002277858,0.0001527285,0.03806314,0.8617376,0.02127226,0.0006050474,0.07478105],"study_design_scores_gemma":[0.00008455206,0.0002272729,0.001437886,0.00001016224,0.00002672276,0.0002659358,0.00001335265,0.6030345,0.3892373,0.004135595,0.001455335,0.00007134843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3640416,0.0002723344,0.6308968,0.0005835525,0.00009521687,0.00005074457,0.00008574869,0.0006634874,0.003310432],"genre_scores_gemma":[0.8407159,0.0001031858,0.1577325,0.0001038153,0.0000347401,0.00002707198,0.00004254482,0.00003806702,0.001202199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008128634,"threshold_uncertainty_score":0.003463566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301644783654855,"score_gpt":0.2545344761190822,"score_spread":0.2215180282825336,"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."}}