{"id":"W4232154981","doi":"10.1145/1239451.1239490","title":"Ldr2Hdr","year":2007,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer graphics (images); High dynamic range; Multimedia; Dynamic range; Computer vision; Artificial intelligence","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":[0.0005851453,0.0005928085,0.0005925981,0.0009762616,0.00111968,0.00181632,0.001243551,0.001243057,0.1882712],"category_scores_gemma":[0.000787908,0.0003225887,0.0003110117,0.0007413893,0.0004212307,0.001373463,0.001592209,0.001167175,0.1279538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008459198,"about_ca_system_score_gemma":0.0005877371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037135,"about_ca_topic_score_gemma":0.0015123,"domain_scores_codex":[0.9992974,0.00006810703,0.00002635253,0.0001702503,0.0003215095,0.0001164566],"domain_scores_gemma":[0.9994619,0.00004519515,0.00002973472,0.0002060625,0.0001923419,0.00006473153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008620506,0.0002115962,0.001307309,0.0005699007,0.00005193815,0.0004839278,0.0002239892,0.001401268,0.1623922,0.05767762,0.4467122,0.328106],"study_design_scores_gemma":[0.00007207502,0.0001145549,0.0005960834,0.00004119789,0.00002383067,0.0006002035,0.00006187309,0.005399048,0.08894273,0.002774297,0.901305,0.00006903549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03300259,0.003025876,0.1516502,0.002181717,0.002827181,0.0003610929,0.008826906,0.05750358,0.7406209],"genre_scores_gemma":[0.2564335,0.001383774,0.07600166,0.00348284,0.0006767364,0.000416357,0.01597,0.005440969,0.6401942],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1882712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540883280576609,"score_gpt":0.2524845077647274,"score_spread":0.2370756749589613,"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."}}