{"id":"W2550557946","doi":"10.1088/2040-8978/19/1/013001","title":"Roadmap on structured light","year":2016,"lang":"en","type":"article","venue":"Journal of Optics","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":1327,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Max Planck - University of Ottawa Centre for Extreme and Quantum Photonics","funders":"Air Force Office of Scientific Research; Engineering and Physical Sciences Research Council; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; University of Queensland; Defense Advanced Research Projects Agency; Leverhulme Trust; Canada Excellence Research Chairs, Government of Canada; Consejo Nacional de Ciencia y Tecnología; National Aeronautics and Space Administration; QuantIC; Office of Science; Canada Research Chairs; U.S. Department of Energy","keywords":"Structured light; Computer science; Light field; Key (lock); Perspective (graphical); Face (sociological concept); Data science; Sociology; Artificial intelligence","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":[0.006050245,0.001278372,0.001053718,0.002431964,0.001328728,0.004607654,0.002312304,0.005335783,0.03254832],"category_scores_gemma":[0.008269772,0.0006554892,0.001021596,0.001886997,0.002333977,0.008118075,0.004901053,0.005806841,0.01178383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856656,"about_ca_system_score_gemma":0.006668312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674191,"about_ca_topic_score_gemma":0.002731272,"domain_scores_codex":[0.9971254,0.0004589734,0.0001163088,0.0002855623,0.001611443,0.0004022475],"domain_scores_gemma":[0.9906971,0.004232882,0.0002700902,0.000433673,0.003382166,0.0009840215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000228605,0.0002389131,0.0002878802,0.004897271,0.00003278291,0.0002971395,0.000207813,0.003252763,0.004768804,0.3126431,0.3034748,0.3696701],"study_design_scores_gemma":[0.00001623526,0.0001456702,0.0001056735,0.001003063,0.000008366159,0.0001163648,0.00009604321,0.0006449715,0.00113071,0.04025371,0.9564562,0.00002294833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003584759,0.6033227,0.0500723,0.09065521,0.0358099,0.0003893425,0.001136871,0.001271272,0.2137576],"genre_scores_gemma":[0.03856124,0.7699122,0.07319386,0.02933498,0.01073574,0.0006497202,0.002494678,0.0005677228,0.07454988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03254832,"threshold_uncertainty_score":0.108885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008664014252089665,"score_gpt":0.2475060696463299,"score_spread":0.2388420553942402,"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."}}