{"id":"W3198236655","doi":"10.1364/oe.435915","title":"Roadmap on digital holography [Invited]","year":2021,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":293,"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; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Science and Engineering Research Board; Horizon 2020 Framework Programme; Army Research Office; Universitat Jaume I; Canada Foundation for Innovation; Israel Science Foundation; Generalitat Valenciana; National Research Foundation Singapore; Intelligence Advanced Research Projects Activity; Ford Motor Company; National Research Foundation of Korea; Canada Excellence Research Chairs, Government of Canada; Hong Kong Polytechnic University; Austrian Science Fund; European Regional Development Fund; Fundacja na rzecz Nauki Polskiej; European Commission; Government of Canada","keywords":"Digital holography; Holography; Field (mathematics); Digital holographic microscopy; Virtual reality; Holographic display; Digital imaging; Section (typography)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000244917,0.0001595785,0.0001518124,0.00006244491,0.00007691377,0.0002770351,0.0001599537,0.00004503092,0.0001132642],"category_scores_gemma":[0.000004664716,0.0001553707,0.0002009087,0.0002352094,0.00008712981,0.0002218547,0.00008286061,0.0001418624,0.00009573821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003280953,"about_ca_system_score_gemma":0.00001408724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002361205,"about_ca_topic_score_gemma":1.034537e-7,"domain_scores_codex":[0.9991564,0.00001260026,0.0001442565,0.0002964997,0.0001124781,0.0002777753],"domain_scores_gemma":[0.9993906,0.0000459188,0.00004661344,0.0003562027,0.00006307533,0.00009759817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002019193,0.006503074,0.1679063,0.00007403435,0.001028182,0.0003927028,0.001024708,0.0005809818,0.08673861,0.5078705,0.07223872,0.1554403],"study_design_scores_gemma":[0.00273983,0.0005270957,0.006035906,0.000220139,0.00009914288,0.00001793147,0.001744931,0.00007951057,0.5053214,0.06724832,0.4142038,0.001761907],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6218464,0.000080335,0.002972819,0.0001400915,0.0003314185,0.00008598145,0.0003481148,0.00006521426,0.3741296],"genre_scores_gemma":[0.9970119,0.000003669791,0.000953731,0.0002558358,0.0001509122,0.00001404937,0.0002068943,0.00002020097,0.001382803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4406222,"threshold_uncertainty_score":0.6335834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008353460001799515,"score_gpt":0.2337185621919021,"score_spread":0.2253651021901026,"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."}}