{"id":"W7008713167","doi":"","title":"Computational science and its applications - ICCSA 2015: 15th international conference, Banff, AB, Canada, June 22-25, 2015, proceedings, part III","year":2015,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computational model; Field (mathematics); Computational complexity theory","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003620018,0.00176637,0.00248271,0.003914013,0.001796248,0.007433156,0.00219674,0.0010446,0.1104274],"category_scores_gemma":[0.006328997,0.000943217,0.0009879048,0.005569053,0.001571056,0.003063003,0.004411147,0.003056512,0.0631779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375214,"about_ca_system_score_gemma":0.01058828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03130297,"about_ca_topic_score_gemma":0.05751908,"domain_scores_codex":[0.9978945,0.0003051606,0.0001191199,0.0003003756,0.001181378,0.0001995552],"domain_scores_gemma":[0.9947448,0.0009654704,0.00009408446,0.001201276,0.002128492,0.0008660101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007331255,0.0000919969,0.0003641645,0.0003473453,0.00002445585,0.0000188933,0.00005520727,0.001189988,0.001063509,0.0097855,0.8221258,0.1648598],"study_design_scores_gemma":[0.00003016069,0.0000434531,0.001564377,0.0003737162,0.00002474464,0.0001178468,0.0001359963,0.01192569,0.003714039,0.02580563,0.9562251,0.00003915965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01079732,0.07836071,0.3413413,0.02515223,0.0271364,0.001599285,0.04578415,0.05945724,0.4103715],"genre_scores_gemma":[0.04271597,0.0658448,0.1390864,0.001949607,0.00561221,0.0006514982,0.06822065,0.01262214,0.6632968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.968697,"threshold_uncertainty_score":0.3694165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299789800045838,"score_gpt":0.2927530356355554,"score_spread":0.2627740556309716,"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."}}