{"id":"W3137751744","doi":"10.1145/1882261.1866166","title":"Light reallocation for high contrast projection using an analog micromirror array","year":2010,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Projector; Brightness; Computer science; Spatial light modulator; Contrast (vision); Optics; Process (computing); Projection (relational algebra); Computer vision; Software; Image quality; Light intensity; Image (mathematics); Artificial intelligence; Computer graphics (images); Physics; Algorithm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003994817,0.0004685297,0.0002894944,0.0001640271,0.0002266569,0.0005170435,0.000764237,0.000337108,0.002443234],"category_scores_gemma":[0.0009406162,0.0002702758,0.000283041,0.000111109,0.0003263138,0.0005705701,0.0005168552,0.0004945681,0.0004026224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910993,"about_ca_system_score_gemma":0.0005346021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003624109,"about_ca_topic_score_gemma":0.0006867596,"domain_scores_codex":[0.9996897,0.00003571873,0.00001639771,0.00003784339,0.0001886089,0.00003163074],"domain_scores_gemma":[0.9996305,0.0001454983,0.00005107433,0.00005825561,0.00007869869,0.0000360601],"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":[0.0002023063,0.00006573815,0.000398951,0.0002149723,0.0000218284,0.0001762152,0.00007714883,0.0128303,0.9226941,0.005488973,0.0007175863,0.05711202],"study_design_scores_gemma":[0.0001419735,0.000641069,0.0008180411,0.00001989017,0.00003128626,0.0005827195,0.00003653795,0.1691774,0.8185102,0.00126752,0.00873313,0.00004012431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1374912,0.0002501657,0.855434,0.000166407,0.000105583,0.0001526719,0.00004449998,0.001905626,0.004449922],"genre_scores_gemma":[0.3731295,0.0001025353,0.6250594,0.00005160677,0.00001788913,0.00006366451,0.00002251737,0.00007757237,0.0014754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002443234,"threshold_uncertainty_score":0.008173406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367089486770856,"score_gpt":0.2741110312469832,"score_spread":0.2504401363792746,"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."}}