{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005082645,0.0005614563,0.0007243948,0.001745127,0.001153719,0.001666657,0.0009610875,0.0006000838,0.003808646],"category_scores_gemma":[0.00114161,0.0003128779,0.0006792448,0.001663673,0.0003322069,0.002416819,0.0009468343,0.0004591043,0.001047591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008895946,"about_ca_system_score_gemma":0.001672878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00857117,"about_ca_topic_score_gemma":0.005161237,"domain_scores_codex":[0.9993074,0.00008637353,0.00008465341,0.000243864,0.0001985015,0.000079191],"domain_scores_gemma":[0.9995961,0.00006842867,0.00003576249,0.0001117686,0.000157584,0.00003043584],"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":[0.001175446,0.000751279,0.02480044,0.0005983376,0.000281671,0.001654576,0.0004953882,0.1128308,0.02837327,0.02191847,0.04648031,0.76064],"study_design_scores_gemma":[0.0001220451,0.0001102987,0.005376647,0.00004318828,0.0002148809,0.0004771423,0.0002838361,0.9215988,0.02402195,0.02122577,0.02646539,0.00006005323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1207277,0.0006170965,0.8428801,0.000626451,0.0003493893,0.0004501018,0.001965456,0.01889299,0.01349064],"genre_scores_gemma":[0.7281564,0.0003594866,0.2614647,0.0001289448,0.00005306096,0.0002222977,0.003373762,0.0002221691,0.006019129],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00857117,"threshold_uncertainty_score":0.01704258,"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."}}