{"id":"W4315562928","doi":"10.1364/fio.2022.fm3b.3","title":"Quantum-Enhanced Phase Imaging","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Holography; Photon; Physics; Position (finance); Phase (matter); Photon entanglement; Optics; Quantum; Computer science; Quantum entanglement; 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":[0.0002399304,0.0002201722,0.0001782575,0.0002583456,0.0002131593,0.0005446167,0.0007002802,0.0004199468,0.003181505],"category_scores_gemma":[0.0004324167,0.0001803056,0.0001362394,0.0003213973,0.0006034022,0.001021603,0.0007505886,0.0004845296,0.0005196205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299664,"about_ca_system_score_gemma":0.0002223861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882512,"about_ca_topic_score_gemma":0.0003473387,"domain_scores_codex":[0.9998198,0.00002907821,0.000005536078,0.00003191181,0.0000836042,0.00003024345],"domain_scores_gemma":[0.9997764,0.00007503426,0.00004204054,0.00004880231,0.00003519073,0.00002251199],"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":[0.0001765013,0.00009176823,0.0004573113,0.0001697314,0.00002081932,0.000200122,0.0001014579,0.004507599,0.6916047,0.2202086,0.002346337,0.08011494],"study_design_scores_gemma":[0.00004654147,0.0001643154,0.0004469232,0.00001520377,0.00001555003,0.0005384264,0.00002445757,0.05235191,0.9087377,0.01815262,0.0194675,0.00003876522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2736922,0.003967161,0.6503282,0.00188527,0.0004862496,0.0001679516,0.0003882992,0.001046006,0.06803866],"genre_scores_gemma":[0.7555981,0.001391742,0.2310231,0.0003058593,0.0001219803,0.00005425044,0.0001224944,0.00006724152,0.01131536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003181505,"threshold_uncertainty_score":0.01064324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005514952918560804,"score_gpt":0.2593361202980679,"score_spread":0.2538211673795071,"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."}}