{"id":"W1973185243","doi":"10.1889/1.2785211","title":"3.2: High Dynamic Range Projection Systems","year":2007,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dolby (Canada)","funders":"","keywords":"Luminance; High dynamic range; Computer science; Dynamic range; Projection (relational algebra); Image quality; Implementation; Computer vision; Modulation (music); Computer graphics (images); Liquid-crystal display; Spatial light modulator; Artificial intelligence; Image (mathematics); Optics; Physics","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":[0.0002308434,0.000229058,0.0003284323,0.0001834022,0.0000444443,0.00001865316,0.0003265565,0.0002611403,0.000004706364],"category_scores_gemma":[0.000113295,0.0002147127,0.00009361876,0.0004073945,0.0002504958,0.0001481205,0.00007576925,0.0003757807,0.000017195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978704,"about_ca_system_score_gemma":0.00000997655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002487011,"about_ca_topic_score_gemma":0.00002465431,"domain_scores_codex":[0.9985696,0.000009435788,0.0004546328,0.0002604876,0.0002642672,0.0004415563],"domain_scores_gemma":[0.9991988,0.0001456164,0.00006490431,0.0004660422,0.00004914507,0.00007548813],"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":[0.00001917704,0.00003959227,0.00039067,0.0001289118,0.00002155488,0.0000126846,0.000009646152,0.009301603,0.985826,0.003751094,0.00006482026,0.0004342667],"study_design_scores_gemma":[0.004332033,0.001635951,0.08112284,0.001502716,0.0004026655,0.0004711034,0.001150847,0.005220292,0.8720961,0.00229135,0.0252494,0.004524732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3359428,0.001702397,0.007463365,0.00108836,0.002755863,0.002010411,0.00004384215,0.0170677,0.6319252],"genre_scores_gemma":[0.9973525,0.0001662719,0.002222323,0.0000121244,0.00003615725,0.00003891545,0.000006597635,0.0000574672,0.0001076513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6614097,"threshold_uncertainty_score":0.8755728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004835942415141655,"score_gpt":0.2249603603903148,"score_spread":0.2201244179751731,"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."}}