{"id":"W2034980234","doi":"10.5539/jms.v2n2p112","title":"Possible Causes &amp; Solutions of Traffic Jam and Their Impact on the Economy of Dhaka City","year":2012,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overtaking; Noise pollution; Capital city; Transport engineering; Business; Bus rapid transit; Government (linguistics); Geography; Engineering; Public transport; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009168094,0.00007970133,0.0001996117,0.00002368671,0.0001087066,0.00002321788,0.0001025811,0.00002952682,0.00009895733],"category_scores_gemma":[0.00008058434,0.00002094132,0.0001288178,0.0001284763,0.0001457802,0.0001093038,0.00006279615,0.00007736884,7.416556e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245428,"about_ca_system_score_gemma":0.000009460529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004234824,"about_ca_topic_score_gemma":0.00002980085,"domain_scores_codex":[0.9993863,0.00007547894,0.0002546899,0.00006359048,0.00007427813,0.0001457249],"domain_scores_gemma":[0.9992874,0.0002102405,0.0002271805,0.00005467324,0.0001625682,0.00005796046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002910263,0.000789339,0.8701506,0.0002387458,0.0007934321,0.000001591769,0.001320574,0.0007694041,0.0002390411,0.02461752,0.003153298,0.09763545],"study_design_scores_gemma":[0.00009205363,0.0002595528,0.9758303,0.000007736277,0.00007894045,0.000002662705,0.003630144,0.0000682259,0.00006038141,0.01722895,0.002684264,0.00005685965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997409,0.0003934551,0.00003389496,0.001286395,0.0000181503,0.00009722952,0.00000774316,0.000001561177,0.0007525439],"genre_scores_gemma":[0.9997286,0.0001190827,0.00001901884,0.00003904709,0.0000509682,7.833802e-7,0.000001120167,3.038458e-7,0.00004112706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056796,"threshold_uncertainty_score":0.1083513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307459949992768,"score_gpt":0.2440801622456542,"score_spread":0.2210055627457265,"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."}}