{"id":"W832955445","doi":"","title":"Advanced traveller information system for developing countries","year":2008,"lang":"en","type":"article","venue":"ARRB Conference, 23rd, 2008, Adelaide, South Australia, Australia","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Developing country; Developed country; Business; Economic growth; Development economics; Economics; Population; Environmental health; Medicine","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":[0.0008396899,0.0004184094,0.0004221655,0.001794263,0.0004225006,0.001191745,0.0004897175,0.0004725206,0.01347079],"category_scores_gemma":[0.002244226,0.0001746907,0.0002397328,0.003375883,0.0001431464,0.001412862,0.0009534817,0.0004537485,0.009491701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006266829,"about_ca_system_score_gemma":0.001703777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007832917,"about_ca_topic_score_gemma":0.004349056,"domain_scores_codex":[0.9996243,0.0001161324,0.00006901331,0.00005398783,0.0001066812,0.00002993549],"domain_scores_gemma":[0.9987622,0.0001884902,0.0001728531,0.000231376,0.0005305617,0.0001144508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004873951,0.0001312986,0.01171692,0.0007913511,0.00005867817,0.0003669609,0.0004039227,0.01740143,0.007649209,0.02312245,0.3247015,0.6131688],"study_design_scores_gemma":[0.0001845807,0.0002175314,0.01923901,0.0001681039,0.00007647687,0.000365479,0.0002655857,0.07866521,0.008105109,0.005654555,0.8869579,0.0001004989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08953531,0.003703849,0.4856621,0.002569201,0.0009495942,0.002932531,0.1536347,0.07379001,0.1872228],"genre_scores_gemma":[0.4140899,0.004351717,0.3784398,0.0004460523,0.0003843321,0.002764969,0.1468551,0.000856651,0.0518114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01347079,"threshold_uncertainty_score":0.04506433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0842320128454675,"score_gpt":0.3114813253012132,"score_spread":0.2272493124557457,"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."}}