{"id":"W4395091216","doi":"10.1101/2024.03.09.584243","title":"Three-dimensional spatio-angular fluorescence microscopy with a polarized dual-view inverted selective-plane illumination microscope (pol-diSPIM)","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Basic Energy Sciences; National Institute of General Medical Sciences; Directorate for Biological Sciences; Gordon and Betty Moore Foundation; U.S. Department of Energy; Howard Hughes Medical Institute; National Institutes of Health; National Science Foundation","keywords":"Microscopy; Phalloidin; Fluorescence; Biological system; Optics; Fluorescence microscope; Microscope; Orientation (vector space); Physics; Polarized light microscopy; Materials science; Biophysics; Chemistry; Biology; Geometry; Mathematics; Cytoskeleton; Cell","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"],"consensus_categories":[],"category_scores_codex":[0.0005079939,0.0011701,0.0008507234,0.0003516375,0.0002773999,0.0002911678,0.0007304104,0.001168194,0.00002956285],"category_scores_gemma":[0.0002084769,0.001153662,0.0002219531,0.0007433386,0.0005706968,0.00003001029,0.001188466,0.001340636,0.00007632429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881291,"about_ca_system_score_gemma":0.001455734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002710487,"about_ca_topic_score_gemma":0.0001009277,"domain_scores_codex":[0.995266,0.0001605936,0.0007599852,0.002303545,0.0005639613,0.0009459479],"domain_scores_gemma":[0.9963694,0.00002805542,0.0005451335,0.001696316,0.00103958,0.0003215438],"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":[0.0002879384,0.0001777151,0.001721809,0.0005669822,0.000296389,0.0000969388,0.00001144241,0.00001602789,0.9951362,0.00006663724,0.001612822,0.000009088721],"study_design_scores_gemma":[0.0007271693,0.0003678137,0.003898462,0.001380955,0.000227423,7.546963e-7,0.000002174727,0.0003733887,0.9886919,0.00001550407,0.002954153,0.001360312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454909,0.009303605,0.03916261,0.000282937,0.0009104201,0.002811844,0.001259753,0.0007711769,0.000006744615],"genre_scores_gemma":[0.8116546,0.0004258705,0.1861418,0.0003459713,0.0004591149,0.0004979601,0.00005129532,0.0004019561,0.00002141168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469792,"threshold_uncertainty_score":0.9990913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006751264511818614,"score_gpt":0.2361720526430044,"score_spread":0.2294207881311858,"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."}}