{"id":"W2750501278","doi":"10.1088/1742-6596/875/6/052011","title":"Benchmark calculations of double ionization of Ne in Graphics Processing Units","year":2017,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Benchmark (surveying); Graphics; Computer science; Monte Carlo method; Central processing unit; Generator (circuit theory); Computational science; Neon; Event generator; Code (set theory); Ionization; Event (particle physics); Double ionization; Computer graphics (images); Algorithm; Physics; Computer hardware; Atomic physics; Mathematics; Statistics; Power (physics); Astrophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006912958,0.0007771157,0.0006773424,0.000650997,0.000513954,0.0006550477,0.001447845,0.0008213796,0.003705422],"category_scores_gemma":[0.004356678,0.0002186451,0.0004051284,0.001748966,0.0003940135,0.0005736798,0.0005725711,0.0006571859,0.0004756439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007321593,"about_ca_system_score_gemma":0.0006882207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739816,"about_ca_topic_score_gemma":0.002829034,"domain_scores_codex":[0.9995592,0.0001033074,0.00002030698,0.00003935403,0.0001925635,0.00008533243],"domain_scores_gemma":[0.9976713,0.001311536,0.0001162185,0.0002240688,0.000590331,0.00008655212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005039028,0.0001053,0.004026531,0.0003095258,0.0001073042,0.0003713292,0.0001252218,0.9421102,0.01047222,0.01200162,0.00653215,0.02333464],"study_design_scores_gemma":[0.00004791298,0.0001210743,0.001621745,0.00001713687,0.00001317714,0.00007711034,0.00004127506,0.9808145,0.0123874,0.0029427,0.001900935,0.00001497342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464991,0.001925473,0.1053555,0.0005708917,0.0003149793,0.0001386905,0.002748028,0.004382828,0.03806449],"genre_scores_gemma":[0.9605545,0.0002985464,0.03438568,0.00007784653,0.00002675452,0.0001192462,0.001744561,0.0008009113,0.001991866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004739816,"threshold_uncertainty_score":0.01239586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325279621530846,"score_gpt":0.2827036752481324,"score_spread":0.249450879032824,"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."}}