{"id":"W1978016595","doi":"10.1145/1958746.1958821","title":"Combined profiling","year":2011,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Profiling (computer programming); Computer science; Compiler; Suite; Implementation; IBM; 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":[0.00009877641,0.00004106398,0.00004369625,0.00003941354,0.00004186125,0.00002571056,0.0003979766,0.00001845597,0.00002424372],"category_scores_gemma":[0.000008429211,0.00003446202,0.00001705178,0.0001337198,0.000008826544,0.0001371016,0.0001057071,0.00003233676,0.00004424919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004245738,"about_ca_system_score_gemma":0.00001228357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008551596,"about_ca_topic_score_gemma":1.382566e-7,"domain_scores_codex":[0.9996366,0.00001484869,0.00007806747,0.0001216933,0.00005659942,0.00009219241],"domain_scores_gemma":[0.9996784,0.000008688824,0.00002171188,0.0002265026,0.00003522944,0.00002941055],"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":[0.000001607213,0.0000414699,0.0011533,0.000001893421,0.000003265341,0.000002906078,0.0002765364,0.00003664827,0.00008822023,0.9894245,0.001564526,0.007405167],"study_design_scores_gemma":[0.0001962974,0.0001292116,0.001221413,0.000006175938,0.000001174555,0.00000463269,0.000008624327,0.8441824,0.1189195,0.03466132,0.000469232,0.0001999424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005311489,0.000004673411,0.8337408,0.00004554276,0.00005799577,0.00003961673,2.340446e-8,0.0009508539,0.1646293],"genre_scores_gemma":[0.3282005,0.000001373715,0.6711037,0.0001756936,0.000004647194,0.000002497071,2.081264e-7,0.000001641858,0.0005097158],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9547631,"threshold_uncertainty_score":0.140532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912519764282373,"score_gpt":0.2477018350115763,"score_spread":0.2085766373687526,"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."}}