{"id":"W1904390369","doi":"","title":"Automatic New System in Intelligent Transport System by Using Knowledge Grid","year":2012,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Grid; Grid system; Distributed computing; Artificial intelligence; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000686386,0.0001328276,0.0003854028,0.0001099957,0.0001019486,0.00001841995,0.0003621904,0.00007120232,3.216126e-7],"category_scores_gemma":[0.000007522073,0.00009992279,0.0000383321,0.0002534229,0.00004011848,0.0003017263,0.00009826205,0.0003244706,0.000004018585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223552,"about_ca_system_score_gemma":0.00005584625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005645053,"about_ca_topic_score_gemma":3.188358e-7,"domain_scores_codex":[0.9988068,0.00002072419,0.0006281548,0.0001323838,0.0001731195,0.0002388398],"domain_scores_gemma":[0.9992997,0.00008411489,0.0003181749,0.000116756,0.00003122902,0.0001500493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000278792,0.0003395127,0.008856619,0.002546452,0.0007756156,0.0000194216,0.07140311,0.0003058863,0.008208646,0.1319454,0.02983354,0.745738],"study_design_scores_gemma":[0.01027695,0.0007293689,0.02582646,0.02130879,0.001869297,0.006445844,0.2809193,0.4783583,0.03132361,0.001592144,0.1363895,0.004960509],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6292263,0.064497,0.3037721,0.0003194239,0.001032788,0.0003295267,0.00001177253,0.0001029565,0.0007081459],"genre_scores_gemma":[0.980672,0.0006840763,0.01817854,0.00002445892,0.0004071581,0.000006459163,5.1952e-7,0.000007106287,0.00001969823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407774,"threshold_uncertainty_score":0.4074733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05662122954348595,"score_gpt":0.3222780974291791,"score_spread":0.2656568678856931,"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."}}