{"id":"W2775986253","doi":"10.5539/ass.v14n1p112","title":"Public Participation and the Development of Transportation Infrastructure towards Sustainable Transportation and Regional Development in Medan, North Sumatra, Indonesia","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonprobability sampling; Sustainable development; Business; Transportation infrastructure; Sustainable transport; Structural equation modeling; Public transport; Economic growth; Sustainability; Transport engineering; Political science; Economics; Engineering; Population; Environmental health","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":[0.0006010899,0.0001079959,0.0001910885,0.0001272967,0.0006477694,0.0000918032,0.0002014922,0.00005358159,0.000003443162],"category_scores_gemma":[0.00001255273,0.00008959755,0.00002200906,0.0003368875,0.0004222263,0.0005790442,0.000004257414,0.00008270965,1.859143e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315427,"about_ca_system_score_gemma":0.0002559295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842743,"about_ca_topic_score_gemma":0.02098053,"domain_scores_codex":[0.9987764,0.00001554906,0.0003925926,0.0001769852,0.0003890372,0.0002494222],"domain_scores_gemma":[0.9995711,0.000008812463,0.0001391985,0.0001017152,0.0001151866,0.00006398083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002326779,0.00001620911,0.7503803,0.0002017628,0.00004233124,0.000003980977,0.1100113,0.00005372559,0.000162024,0.01362856,0.000008680177,0.1254678],"study_design_scores_gemma":[0.0004400576,0.000003187819,0.9962702,0.00001261973,0.0000155092,1.581757e-7,0.002351393,0.0001812731,0.000293971,0.000143747,0.0001872556,0.0001005864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968528,0.00003757871,0.001792051,0.0002582446,0.0000281428,0.0002088702,0.000003395029,0.00001852325,0.0008004005],"genre_scores_gemma":[0.9993396,0.000006190707,0.0005543777,0.000004813171,0.00001309415,0.0000407958,0.00002496262,0.000007215598,0.000008952728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458899,"threshold_uncertainty_score":0.996884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807249573128667,"score_gpt":0.2353618073188713,"score_spread":0.2172893115875846,"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."}}