{"id":"W4413074870","doi":"10.1155/atr/2577877","title":"Assessing the Spatial Sustainability of Urban Bus Transit: A Socioeconomic Sustainability Perspective","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Transport engineering; Sustainability; Service (business); Bus rapid transit; Public transport; TRIPS architecture; Computer science; Business; Engineering","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":[0.001456572,0.0005574679,0.0003095404,0.004326245,0.0005471496,0.002493974,0.0004585944,0.0004346193,0.001254982],"category_scores_gemma":[0.003767602,0.0001967639,0.0003981799,0.003530371,0.001426565,0.002977223,0.002429655,0.0003731094,0.0000965654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101505,"about_ca_system_score_gemma":0.001508682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008770743,"about_ca_topic_score_gemma":0.01593222,"domain_scores_codex":[0.9990438,0.0004217701,0.00004672213,0.0001154284,0.0002753026,0.00009703954],"domain_scores_gemma":[0.9983137,0.0005496467,0.000367088,0.0001793764,0.0004760757,0.000114168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009199501,0.0001561245,0.3855827,0.0005893767,0.0004745862,0.0006942979,0.002101318,0.2361098,0.004566104,0.1917684,0.003171048,0.1746944],"study_design_scores_gemma":[0.00001975909,0.0003992836,0.2883788,0.0006888059,0.0003878077,0.0009398807,0.02767707,0.3505926,0.01078215,0.2578851,0.06210598,0.0001426916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6865575,0.003306638,0.2532519,0.004564982,0.000116147,0.0001771319,0.002811407,0.0001938709,0.04902045],"genre_scores_gemma":[0.9853107,0.0006577704,0.01293536,0.00003599841,0.00002681637,0.00002927979,0.0003348152,0.00001464751,0.0006546926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008770743,"threshold_uncertainty_score":0.01743937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008007153738193122,"score_gpt":0.338020131815412,"score_spread":0.3300129780772189,"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."}}