{"id":"W2148644085","doi":"10.1109/pacrim.1995.519555","title":"Measurement and analysis of defocused point spread functions and optical transfer functions of a microscope","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of Victoria","funders":"","keywords":"Point spread function; Transfer function; Microscope; Optical transfer function; Optics; Point (geometry); Visualization; Physics; Mathematics; Computer science; Geometry; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001050139,0.0001052954,0.0002031135,0.0001097304,0.00003759153,0.000006275421,0.00004796691,0.00008674047,0.00006321274],"category_scores_gemma":[0.00003377012,0.00009277405,0.00008174844,0.0002034277,0.0002083694,0.0000046917,0.00003541425,0.00004645986,5.586709e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008985033,"about_ca_system_score_gemma":0.00001009867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002414475,"about_ca_topic_score_gemma":0.0001137386,"domain_scores_codex":[0.9992962,0.00001956817,0.0002229536,0.00024247,0.0001005293,0.0001183032],"domain_scores_gemma":[0.9995535,0.000006262016,0.0000275073,0.0002207154,0.0001357727,0.00005626001],"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":[0.0000338021,0.0000977661,0.005051386,0.00001511372,0.0002755725,1.801014e-7,0.00002965533,0.00001113826,0.9921801,0.00005728753,0.0001824536,0.002065566],"study_design_scores_gemma":[0.0002709877,0.0003221667,0.005057109,0.00001408733,0.0004463813,0.000003261546,0.00008491726,0.0001564553,0.9930109,0.00001006724,0.0005208589,0.0001028469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5632827,0.001262608,0.4344742,0.00007856276,0.00001401496,0.0001454136,0.00004237474,0.00001332304,0.0006868316],"genre_scores_gemma":[0.9859064,0.0003094986,0.01347838,0.00003174597,0.000006897746,0.00001315592,0.00001480917,0.000008915598,0.000230262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4226237,"threshold_uncertainty_score":0.3783216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630707354082478,"score_gpt":0.2472509260668621,"score_spread":0.2309438525260373,"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."}}