{"id":"W2028240990","doi":"10.1145/1854273.1854322","title":"The Paralax infrastructure","year":2010,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Gent; Queen's University; Queen's University Belfast","keywords":"Computer science; Pointer (user interface); Automatic parallelization; Parallel computing; Programming language; Artificial intelligence; Compiler","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145119,0.00004638829,0.00003280948,0.00001611797,0.0002216941,0.0001999239,0.0007898746,0.00003303918,0.00001283537],"category_scores_gemma":[0.00006247679,0.00002583327,0.00001995948,0.000126664,0.00003255265,0.0001037417,0.0001362647,0.0001487568,0.00002222163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002461114,"about_ca_system_score_gemma":0.00003199857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003503423,"about_ca_topic_score_gemma":0.000004851275,"domain_scores_codex":[0.9996046,0.00001370193,0.00007383521,0.0001085034,0.00008470043,0.0001146329],"domain_scores_gemma":[0.9994216,0.00006151242,0.00002572607,0.0004053962,0.00003948358,0.00004627139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.575739e-7,0.000003851457,0.0004973391,4.010715e-7,0.000002427773,6.353549e-7,0.00006040805,0.0004392244,0.0003362859,0.8384379,0.0871525,0.07306862],"study_design_scores_gemma":[0.0000852546,0.00002069511,0.004614933,0.000001288085,7.044632e-7,0.00002275667,0.000004119093,0.4710916,0.004826467,0.08420306,0.4349832,0.0001458784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001651696,0.00001036444,0.9651669,0.002670342,0.000367776,0.00003947944,5.315835e-8,0.0005658529,0.02952751],"genre_scores_gemma":[0.4460441,0.0000113205,0.551371,0.000764034,0.00005825916,0.000004080879,2.557333e-7,0.000002810199,0.00174412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7542348,"threshold_uncertainty_score":0.1927871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004596364779982439,"score_gpt":0.2314662343443329,"score_spread":0.2268698695643505,"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."}}