{"id":"W103308084","doi":"","title":"STRADA - THE WORLD'S NEWEST BUS OPERATOR SELECTION TOOLKIT","year":2011,"lang":"en","type":"article","venue":"CONGRESS - DUBAI 2011","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suite; Process (computing); Attendance; Test (biology); Product (mathematics); Presentation (obstetrics); Strengths and weaknesses; Selection (genetic algorithm); Engineering; Operations research; Computer science; Process management; Knowledge management; Marketing; Engineering management; Business; Psychology; Geography; Political science; Artificial intelligence; Medicine; Social psychology","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":[0.007084156,0.0007695665,0.0007650856,0.005171557,0.0008496455,0.002287248,0.001943556,0.0004422572,0.074424],"category_scores_gemma":[0.0204459,0.0008124526,0.0008785872,0.002590261,0.0005098458,0.002214877,0.003476962,0.0009316675,0.04585876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819372,"about_ca_system_score_gemma":0.006083467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464491,"about_ca_topic_score_gemma":0.02883593,"domain_scores_codex":[0.994417,0.002249497,0.0006586885,0.0003200626,0.002035452,0.0003193546],"domain_scores_gemma":[0.9850981,0.005324107,0.001021495,0.001637125,0.005835349,0.001083777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004760367,0.0002180474,0.007575964,0.0008954403,0.00004097875,0.000186345,0.001942583,0.001614924,0.001514829,0.007231338,0.4478917,0.5304118],"study_design_scores_gemma":[0.0001629698,0.0001855478,0.01932052,0.0006258829,0.00003180142,0.000341385,0.002193735,0.006491943,0.002033195,0.007292481,0.9611638,0.0001566808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.08348928,0.002290341,0.2798834,0.005837735,0.0008980106,0.01036325,0.164866,0.1629263,0.2894456],"genre_scores_gemma":[0.1316303,0.002248976,0.5503347,0.0009423528,0.000149183,0.01398921,0.1095943,0.01501989,0.1760911],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.074424,"threshold_uncertainty_score":0.2489731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291984990278771,"score_gpt":0.2845935402468885,"score_spread":0.2416736903441008,"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."}}