{"id":"W2179990383","doi":"","title":"Smart Cars Need Smart Roads","year":2015,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Gross domestic product; Quarter (Canadian coin); Business; Greenhouse gas; Product (mathematics); Transport engineering; Engineering; Economic growth; Economic policy; Geography; Economics","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":[0.001241732,0.001752123,0.0007045339,0.001342008,0.004384617,0.01162812,0.001668127,0.01034535,0.1312309],"category_scores_gemma":[0.004882416,0.000887906,0.001228743,0.001303113,0.002132803,0.02263709,0.007242487,0.008332042,0.1081343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779914,"about_ca_system_score_gemma":0.001939723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005546618,"about_ca_topic_score_gemma":0.008267156,"domain_scores_codex":[0.9978274,0.0002211763,0.0001194759,0.0004098554,0.001023207,0.0003990123],"domain_scores_gemma":[0.9972243,0.0003651188,0.0001411786,0.0003321612,0.001148809,0.0007883371],"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":[0.00003278282,0.00005187968,0.0007810928,0.0003403766,0.00001864631,0.0001682693,0.0003983406,0.0002866632,0.000808969,0.06050787,0.8355947,0.1010104],"study_design_scores_gemma":[0.000002901358,0.00001093928,0.0001391017,0.00004830992,0.000004348756,0.0001199665,0.0001875925,0.00006647121,0.00008949814,0.003625385,0.9956933,0.00001227479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004750062,0.02650654,0.0202496,0.2384767,0.03804803,0.0002765852,0.002196292,0.007332006,0.6621643],"genre_scores_gemma":[0.04639422,0.03738838,0.02079755,0.1538925,0.01202164,0.0003185375,0.004803838,0.002201869,0.7221815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1312309,"threshold_uncertainty_score":0.4390111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505771674830292,"score_gpt":0.2951334262797055,"score_spread":0.2500757095314026,"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."}}