{"id":"W2155203732","doi":"10.1109/hpcc.2011.83","title":"Designing APU Oriented Scientific Computing Applications in OpenCL","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Software portability; Bottleneck; Symmetric multiprocessor system; General-purpose computing on graphics processing units; CUDA; Graphics processing unit; Parallel computing; Programming paradigm; Graphics; Computer architecture; Rendering (computer graphics); Supercomputer; Distributed computing; Embedded system; Operating system; Programming language","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":[0.0004112512,0.00009077579,0.000101646,0.0001911973,0.0002002049,0.0001206735,0.0007718478,0.00003012367,0.00001954157],"category_scores_gemma":[0.00003340481,0.00008005681,0.00002681785,0.001290019,0.00006965049,0.0007647033,0.0003552902,0.0001036232,0.0000401948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003194384,"about_ca_system_score_gemma":0.00003981498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003449035,"about_ca_topic_score_gemma":0.000006370449,"domain_scores_codex":[0.9989647,0.00003095264,0.0002148388,0.000401011,0.0001418525,0.0002466069],"domain_scores_gemma":[0.9992583,0.00005259165,0.00005963002,0.0004784371,0.00009252512,0.00005856397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007004784,0.0003796176,0.01461238,0.00002345555,0.000008606238,0.00002759901,0.005547584,0.00001220991,0.03044721,0.6042367,0.0006857888,0.3440118],"study_design_scores_gemma":[0.0002607105,0.00007512319,0.00446031,0.00004767112,0.000002668876,0.000009506649,0.0002915282,0.0127864,0.9356503,0.0338066,0.01222878,0.0003804309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001528325,0.00004728244,0.9856306,0.00001754541,0.00006388591,0.000301337,2.327526e-7,0.0004086713,0.01200215],"genre_scores_gemma":[0.3565114,0.00000187904,0.6431625,0.00005488765,0.000006796523,0.00001357374,0.000001157427,0.000004103607,0.0002436706],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.905203,"threshold_uncertainty_score":0.3264622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05139387730245643,"score_gpt":0.3048171622416388,"score_spread":0.2534232849391824,"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."}}