{"id":"W7126054034","doi":"10.1364/fio.2025.jw4a.19","title":"Squeezed Light at Visible Wavelengths for Quantum-Enhanced Biological Imaging","year":2025,"lang":"","type":"article","venue":"","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Squeezed coherent state; Visible spectrum; Wavelength; Noise (video); Biological imaging; Signal-to-noise ratio (imaging); Quantum optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003723186,0.0004983472,0.0007910156,0.0001383601,0.0005942342,0.0002087749,0.0003943104,0.0001350609,0.002119927],"category_scores_gemma":[0.00004657595,0.0003935101,0.0006069604,0.0002841754,0.0001274012,0.0001459752,0.0002813182,0.000237842,0.0002240742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102278,"about_ca_system_score_gemma":0.0001628006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004701805,"about_ca_topic_score_gemma":0.000005623666,"domain_scores_codex":[0.9972241,0.00009337127,0.0007387397,0.0008767659,0.0001466838,0.0009203235],"domain_scores_gemma":[0.9983936,0.0005580818,0.0001758909,0.0005168673,0.0001523012,0.0002032523],"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":[0.004587063,0.00143251,0.01309908,0.0004885151,0.00121697,0.0000102998,0.001266518,0.0001112386,0.4677164,0.1702305,0.1515433,0.1882976],"study_design_scores_gemma":[0.02303217,0.0003885514,0.001731908,0.0005954487,0.000351633,0.000001350492,0.001314878,0.0545783,0.5322996,0.02716661,0.356838,0.00170158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5941769,0.0008446763,0.3342996,0.009236423,0.003934547,0.002194644,0.0001492804,0.000143108,0.05502077],"genre_scores_gemma":[0.9775989,0.00008510251,0.0009648985,0.0006174127,0.0006339825,0.0002452788,0.00009983061,0.00003065648,0.01972393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.383422,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0095517681978032,"score_gpt":0.2620346311118376,"score_spread":0.2524828629140344,"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."}}