{"id":"W2558065983","doi":"10.1063/1.4967274","title":"A simple approach to spectrally resolved fluorescence and bright field microscopy over select regions of interest","year":2016,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; University of Chicago; National Science Foundation","keywords":"Microscope; Polarizer; Optics; Microscopy; Materials science; Beam splitter; Optical microscope; Inverted microscope; Absorption (acoustics); Optoelectronics; Scanning electron microscope; Laser; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055495,0.0001274225,0.0003261708,0.00004551229,0.00009546946,0.00002186868,0.0002214683,0.00001969857,0.0002081217],"category_scores_gemma":[0.00003529427,0.00008123391,0.00009307591,0.0002926378,0.0001950936,0.00008814361,0.0001314624,0.0000576882,0.000008400633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002017477,"about_ca_system_score_gemma":0.00003251713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005006348,"about_ca_topic_score_gemma":0.000002389176,"domain_scores_codex":[0.9989154,0.00002485166,0.0003508904,0.0003296041,0.0001469327,0.0002323628],"domain_scores_gemma":[0.9993899,0.00004023378,0.0001521973,0.0002775286,0.00006937915,0.00007075147],"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":[0.00003692667,0.0002686779,0.02462242,0.001271868,0.00009625328,1.888801e-7,0.0001179122,8.161351e-9,0.8883807,0.01723521,0.03047421,0.03749561],"study_design_scores_gemma":[0.0003540221,0.00008906166,0.002721422,0.004006732,0.000041436,6.579083e-7,0.00002421541,0.000006839578,0.9751667,0.002001178,0.01542456,0.00016314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950637,0.0006965942,0.000376866,0.0002137438,0.00009307452,0.0003426761,0.0000659042,0.000007351377,0.003140137],"genre_scores_gemma":[0.9978186,0.0005437419,0.001245096,0.0000808516,0.00002882044,0.00001561004,0.00001108504,0.000006304008,0.0002498824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08678602,"threshold_uncertainty_score":0.3312623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584380951708343,"score_gpt":0.2920277520378419,"score_spread":0.2661839425207584,"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."}}