{"id":"W573159193","doi":"","title":"Building Online ITS Research and Training Facility: ITS Centre and Testbed Database and Platform","year":2006,"lang":"en","type":"article","venue":"Transportation Research Board 85th Annual MeetingTransportation Research Board","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testbed; Computer science; Database; Architecture; Research center; Data center; Software; Scheme (mathematics); Knowledge base; Interface (matter); Systems engineering; World Wide Web; Engineering; Operating system","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":[0.00567236,0.000647051,0.001042402,0.00195523,0.001232428,0.003077044,0.003795343,0.0009726783,0.03351731],"category_scores_gemma":[0.007801119,0.0006226196,0.0005140871,0.002047455,0.0005302148,0.003826824,0.002709307,0.001259159,0.01950164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244537,"about_ca_system_score_gemma":0.005543728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131563,"about_ca_topic_score_gemma":0.007665552,"domain_scores_codex":[0.997253,0.0006111839,0.0002545744,0.0005634876,0.0008563361,0.0004615551],"domain_scores_gemma":[0.9911069,0.000743352,0.0003239036,0.002559523,0.002784002,0.002482419],"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":[0.001973751,0.002164634,0.01853085,0.0005504643,0.0001150053,0.0006155643,0.0008552786,0.02109244,0.0217603,0.02274583,0.5142755,0.3953204],"study_design_scores_gemma":[0.00111709,0.001404342,0.01379861,0.0001838953,0.000150768,0.0004663546,0.001058454,0.1864175,0.05985492,0.01001406,0.7252737,0.0002602084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08570728,0.0003722564,0.6115133,0.002860938,0.0009481776,0.004940154,0.03767524,0.1692671,0.08671562],"genre_scores_gemma":[0.392976,0.0004606658,0.4341542,0.0007246126,0.0003184599,0.004804331,0.1224216,0.004912176,0.03922785],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03351731,"threshold_uncertainty_score":0.1121265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0842659758508265,"score_gpt":0.3577736699752376,"score_spread":0.2735076941244111,"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."}}