{"id":"W3153371253","doi":"10.1155/2021/5564286","title":"An Integrated Multicriteria Decision-Making Approach to Evaluate Traveler Modes’ Priority: An Application to Peshawar, Pakistan","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SWOT analysis; Ranking (information retrieval); Service (business); Bus rapid transit; Computer science; Transport engineering; Passenger transport; Operations research; Preference; Mode (computer interface); Reliability (semiconductor); Multiple-criteria decision analysis; Public transport; Business; Mathematics; Engineering; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005476139,0.001313096,0.00143667,0.002883382,0.001486409,0.002940091,0.00113903,0.000991249,0.003189937],"category_scores_gemma":[0.004897096,0.0005508271,0.00174028,0.003061782,0.0007263006,0.00108661,0.001409188,0.001121113,0.0001763171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386845,"about_ca_system_score_gemma":0.004321566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02551027,"about_ca_topic_score_gemma":0.02572067,"domain_scores_codex":[0.996879,0.001856075,0.0001923252,0.0002847344,0.0004574234,0.0003304795],"domain_scores_gemma":[0.9971833,0.001753327,0.0002036738,0.00005111155,0.0006659681,0.0001426542],"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":[0.001150957,0.001444155,0.02888178,0.001441959,0.0007002657,0.001869299,0.003371389,0.6715339,0.003773223,0.02272462,0.002967161,0.2601413],"study_design_scores_gemma":[0.0001219087,0.0006691968,0.006878076,0.000116784,0.0001614624,0.000125394,0.003846126,0.9779826,0.001003839,0.00687344,0.002153878,0.00006732834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6193433,0.001263304,0.3581332,0.0008949013,0.0001215507,0.002111496,0.0006952782,0.0002190992,0.01721788],"genre_scores_gemma":[0.7916868,0.0007142345,0.204967,0.00006653998,0.00002811232,0.0006105361,0.0002433298,0.0000163515,0.001667163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02551027,"threshold_uncertainty_score":0.05072355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104493385368824,"score_gpt":0.3117394398175268,"score_spread":0.3006945059638386,"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."}}