{"id":"W4402266538","doi":"10.1364/cleo_fs.2024.ftu3l.6","title":"Fluorescence by nonclassical light: Getting it right","year":2024,"lang":"en","type":"article","venue":"","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fluorescence; Computer science; Physics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006522604,0.0001229495,0.0001276866,0.00002629694,0.000037469,0.0001098239,0.00009165001,0.00004982134,0.0006172858],"category_scores_gemma":[0.00002547941,0.00009180987,0.00003547021,0.00009820318,0.00002859126,0.00009158812,0.00005278026,0.000113655,0.001289735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003483122,"about_ca_system_score_gemma":0.000004683973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002426797,"about_ca_topic_score_gemma":0.000002451976,"domain_scores_codex":[0.9993232,0.000006873476,0.0001602705,0.000156555,0.0001137438,0.0002393943],"domain_scores_gemma":[0.9997507,0.000073051,0.000003063763,0.0001039191,0.00001102148,0.00005823486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001992513,0.00001777726,0.00001599016,0.0002769646,0.00007375497,0.00006936982,0.0001667517,0.00004819713,0.5535644,0.009170706,0.432226,0.004368051],"study_design_scores_gemma":[0.00006709915,0.00001988967,0.0000181798,0.0001150816,0.00001811247,0.000009025761,0.00002865035,0.06962673,0.3633201,0.0003823131,0.566103,0.0002917883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1083798,0.005719591,0.02194411,0.02528795,0.007789595,0.000536815,0.00009950153,0.009613002,0.8206296],"genre_scores_gemma":[0.9815771,0.0001224889,0.01328254,0.0001516541,0.0007199731,0.00002110836,0.00000655065,0.00006872512,0.004049841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8731973,"threshold_uncertainty_score":0.9994879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005804838141315981,"score_gpt":0.2213627622122083,"score_spread":0.2155579240708923,"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."}}