{"id":"W2371375427","doi":"","title":"Design of On-vehicle Subsystem for ATP Based on Embedded System","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system; GSM; Global Positioning System; CAN bus; Architecture; Communications system; Real-time computing; Computer hardware; Telecommunications","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":[0.0009019334,0.0002186372,0.0002555427,0.0002600734,0.0001743493,0.00008080521,0.00121609,0.00007187697,0.000002324164],"category_scores_gemma":[7.25082e-7,0.0002154151,0.0001253687,0.0006298625,0.00002886143,0.00007269235,0.0001192967,0.00008565222,0.00009766519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364391,"about_ca_system_score_gemma":0.00006024385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004478411,"about_ca_topic_score_gemma":8.440688e-7,"domain_scores_codex":[0.9980386,0.000070457,0.0005427779,0.000656365,0.0002884778,0.0004033317],"domain_scores_gemma":[0.9976423,0.0006272342,0.0002635036,0.001199434,0.0001524308,0.000115051],"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":[0.0001466152,0.0009914777,0.00005974978,0.0007846852,0.0001217142,0.00001306298,0.0006118818,0.5065095,0.01087098,0.1788085,0.01784039,0.2832414],"study_design_scores_gemma":[0.000966321,0.0002795494,0.0001213614,0.0001233456,0.00001860914,0.000003002678,0.00003128816,0.9125594,0.02598655,0.00008064673,0.05955748,0.000272375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004808227,0.00002421306,0.9946558,0.0001759675,0.00006426348,0.003715082,0.000008518794,0.0003326847,0.0005425796],"genre_scores_gemma":[0.3737606,6.407287e-7,0.6238347,0.0007967961,0.0001485719,0.001354801,0.00001144167,0.00002602772,0.00006650969],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4060499,"threshold_uncertainty_score":0.8784375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018259895668095,"score_gpt":0.2461436164838869,"score_spread":0.2278837208157919,"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."}}