{"id":"W4210383484","doi":"","title":"Roadmap on digital holography [Invited]","year":2021,"lang":"en","type":"review","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Office of Naval Research; Agencia Estatal de Investigación; Board of Research in Nuclear Sciences; European Research Council; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Science and Engineering Research Board; Horizon 2020 Framework Programme; Israel Science Foundation; Universitat Jaume I; Hong Kong Polytechnic University; Generalitat Valenciana; Intelligence Advanced Research Projects Activity; Ford Motor Company; National Research Foundation Singapore; National Research Foundation of Korea; Canada Excellence Research Chairs, Government of Canada; European Commission; Canada Foundation for Innovation; National Science Foundation","keywords":"Digital holography; Holography; Digital holographic microscopy; Computer science; Virtual reality; Field (mathematics); Computer graphics (images); Digital imaging; Augmented reality; Identification (biology); Optics; Artificial intelligence; Computer vision; Digital image; Image processing; Physics; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165512,0.0009779657,0.000858685,0.00309614,0.0005640695,0.002238752,0.0008132124,0.001899879,0.03072731],"category_scores_gemma":[0.001960811,0.0004101268,0.0005162245,0.002814817,0.0006691145,0.003765596,0.00177745,0.003353147,0.01471182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082496,"about_ca_system_score_gemma":0.001971946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269835,"about_ca_topic_score_gemma":0.002013359,"domain_scores_codex":[0.9994355,0.00008804438,0.00005409998,0.00008847246,0.0002499181,0.00008398017],"domain_scores_gemma":[0.9987857,0.0004296145,0.00008170272,0.00003596194,0.0005275509,0.0001394897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005064655,0.00004674812,0.00008232633,0.005887999,0.00002364157,0.0001526006,0.00008377085,0.0001782111,0.001360236,0.01673599,0.3397797,0.6356181],"study_design_scores_gemma":[0.000002476682,0.00001738644,0.00008575764,0.0006004273,0.000005109161,0.0001628559,0.00002261546,0.00001228609,0.00009278795,0.001178545,0.9978144,0.000005311401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001474105,0.9657375,0.0005237492,0.004357278,0.01064098,0.00002680403,0.00008711124,0.00005322658,0.01842595],"genre_scores_gemma":[0.001526685,0.9699059,0.00070179,0.004411146,0.00544258,0.00003315875,0.0001858287,0.00002341645,0.01776953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03072731,"threshold_uncertainty_score":0.102793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009549449229188467,"score_gpt":0.2743697597392732,"score_spread":0.2648203105100848,"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."}}