{"id":"W1864875662","doi":"10.1145/2287076","title":"HPDC ´12 : proceedings of the 21st ACM symposium on high-performance parallel and distributed computing, June 18-22, 2012, Delft, The Netherlands","year":2012,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Session (web analytics); Reputation; Process (computing); Quality (philosophy); Ceremony; Library science; Operations research; World Wide Web; Engineering; Political science; Operating system","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":[0.001274428,0.0003454211,0.0003606313,0.00004733473,0.000743645,0.0003299275,0.004467937,0.0000835668,0.000002211792],"category_scores_gemma":[0.00001586947,0.0002023498,0.00004583234,0.0004217915,0.0001838975,0.0007031395,0.00333444,0.0003812649,0.000004246058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001524877,"about_ca_system_score_gemma":0.00002295709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714784,"about_ca_topic_score_gemma":0.00004517165,"domain_scores_codex":[0.9977169,0.0001444152,0.0004581708,0.0005869059,0.0003936368,0.0006999774],"domain_scores_gemma":[0.9974472,0.0004470106,0.000407473,0.001469945,0.00005339975,0.0001749841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002753104,0.0006598472,0.8481187,0.002088563,0.0005520511,0.000003631603,0.01944077,0.03444277,0.00104694,0.01714127,0.0443078,0.03192237],"study_design_scores_gemma":[0.0006475817,0.0001114655,0.3494096,0.0007995544,0.00005605467,0.00007167798,0.0003339767,0.6202074,0.00004267818,0.0002204098,0.02768917,0.0004104893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792017,0.0008005914,0.0157824,0.0009063198,0.0008806498,0.0004155917,0.0002609827,0.0001645747,0.001587209],"genre_scores_gemma":[0.9972742,0.0002691156,0.001289953,0.0002387539,0.0004826571,0.00000718358,0.0002347544,0.00002000238,0.0001834205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5857646,"threshold_uncertainty_score":0.8302613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772687583640209,"score_gpt":0.2297196600966094,"score_spread":0.2119927842602073,"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."}}