{"id":"W7028866635","doi":"","title":"High Performance Computing Systems and Applications 23rd international symposium, HPCS 2009, Kingston, Ontario, Canada, June 14-17, 2009 ; revised selected papers","year":2010,"lang":"en","type":"article","venue":"","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Supercomputer; Computer Applications; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000198874,0.0001613829,0.0001667343,0.00007308814,0.0005681412,0.0003208085,0.0004763969,0.00007771359,0.00003356257],"category_scores_gemma":[0.00001355305,0.0001492773,0.00001738942,0.0003375697,0.00006111043,0.0003932826,0.000128312,0.0003476315,0.00000375297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465637,"about_ca_system_score_gemma":0.0006892188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2998726,"about_ca_topic_score_gemma":0.4137137,"domain_scores_codex":[0.9987124,0.0000180188,0.0003120117,0.0004103059,0.0002850306,0.0002622013],"domain_scores_gemma":[0.9990222,0.00003491862,0.0001850419,0.0002706906,0.000378998,0.0001081426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005766342,0.0003852417,0.08733281,0.0006509867,0.0003956059,0.00002603681,0.00360561,0.009420961,0.1075405,0.03054292,0.1448163,0.6152253],"study_design_scores_gemma":[0.001533261,0.00009243778,0.04751951,0.0002794465,0.00005185731,0.001239245,0.00008408124,0.5624279,0.007659254,0.00007065409,0.3778183,0.001224088],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749863,0.0002228161,0.1857843,0.004252892,0.007915879,0.000787264,0.00001335444,0.0006948967,0.02534231],"genre_scores_gemma":[0.9673042,0.00001469512,0.02167124,0.0002698766,0.0002659779,0.000020503,0.00001892185,0.000009657581,0.01042488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6140012,"threshold_uncertainty_score":0.7047896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003549279949194818,"score_gpt":0.1854736798480373,"score_spread":0.1819243998988425,"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."}}