{"id":"W2951977839","doi":"10.5539/nct.v4n1p26","title":"An Intelligent Dispatch System Operating in a Partially Closed Environment","year":2019,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Covenant University","keywords":"Microcontroller; Android (operating system); GSM; Embedded system; Computer science; Operating system; Software","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":[0.0001492685,0.00007616016,0.0001002369,0.00004726495,0.0000556169,0.00002635626,0.0002027677,0.00008373734,0.00001054386],"category_scores_gemma":[0.000002822168,0.00007611118,0.000009204706,0.0001559355,0.00003912784,0.00009210804,0.00002773886,0.000163586,0.00001381336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004093272,"about_ca_system_score_gemma":0.000004185417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643756,"about_ca_topic_score_gemma":0.0001368519,"domain_scores_codex":[0.9994854,0.00002141207,0.0002278679,0.00009966384,0.00005035541,0.0001152591],"domain_scores_gemma":[0.9993952,0.0000269853,0.00002384519,0.0005328226,0.00001014316,0.00001103454],"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":[0.000004696182,0.00006954148,0.1709082,0.0001181012,0.00002548303,6.767814e-7,0.001026838,0.6145844,0.00241024,0.1143898,0.00007355576,0.09638845],"study_design_scores_gemma":[0.0008485464,0.0001867138,0.3033751,0.0004453127,0.00002279293,0.000003998405,0.01960336,0.6558791,0.004568753,0.003175379,0.01122126,0.0006695798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989499,0.001128714,0.007031088,0.0002431661,0.00004316217,0.0003226222,0.000002258315,0.001116514,0.000613525],"genre_scores_gemma":[0.9941148,0.001142824,0.004578421,0.00001086917,0.000003439472,0.00009885649,0.00003362753,0.000008699853,0.000008520804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1324669,"threshold_uncertainty_score":0.3103724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008086336446389996,"score_gpt":0.2071061860885422,"score_spread":0.1990198496421522,"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."}}