{"id":"W2805850800","doi":"10.1002/sdtp.12268","title":"P‐91: Light Field Display Simulator for Experience and Quality Evaluation","year":2018,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Avalon Rare Metals (Canada)","funders":"","keywords":"Light field; Computer science; Rendering (computer graphics); Computer graphics (images); Simulation; Field (mathematics); Display device; Computer vision","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":[],"consensus_categories":[],"category_scores_codex":[0.0002103806,0.0001573428,0.0002287127,0.00004821973,0.00006378445,0.00001711454,0.0002266267,0.000165989,0.00001332491],"category_scores_gemma":[0.0009408378,0.0001414007,0.00005948335,0.0001320755,0.0003115945,0.0001518515,0.00008751646,0.0001288888,0.000002737562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006679451,"about_ca_system_score_gemma":0.00001067005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003664961,"about_ca_topic_score_gemma":0.000009813223,"domain_scores_codex":[0.9989402,0.000013131,0.0003141353,0.0002630159,0.0002206563,0.0002488216],"domain_scores_gemma":[0.9990509,0.0003416583,0.00004879312,0.0003962898,0.00009930832,0.00006308342],"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":[0.00002650389,0.00002113139,0.001082053,0.00005702286,0.000009080691,2.125509e-7,0.00007649513,0.0006474824,0.9933112,0.003939181,0.0000656829,0.0007639081],"study_design_scores_gemma":[0.0006122991,0.0004106058,0.007037786,0.00009347648,0.00004629359,0.000002852695,0.0001218917,0.003440511,0.9808404,0.001364955,0.005602307,0.0004265639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847688,0.000353566,0.002817353,0.002381009,0.0004700667,0.001255046,0.00002201986,0.001925963,0.1060061],"genre_scores_gemma":[0.9970545,0.00004008435,0.00262111,0.00006724323,0.00004767404,0.0001210569,0.00000275141,0.00002300197,0.00002264698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122856,"threshold_uncertainty_score":0.5766153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052573494879027,"score_gpt":0.3226980579652965,"score_spread":0.3021723230165063,"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."}}