{"id":"W2072451423","doi":"10.5539/jsd.v5n10p68","title":"Mode-Based Transport Sustainability: A Comparative Study of Taipei and Kaohsiung Cities","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Mode (computer interface); Sustainable transport; Mode of transport; Business; Urban sustainability; Transport engineering; Environmental science; Environmental economics; Public transport; Computer science; Engineering; Economics; Ecology","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":[0.0007718013,0.0003061231,0.0002893674,0.002023573,0.0009817152,0.001032492,0.0003849636,0.0004791129,0.00148537],"category_scores_gemma":[0.001454967,0.0002512175,0.0005900324,0.004072065,0.0006670312,0.001453329,0.0008858281,0.0003541253,0.0000959289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003744832,"about_ca_system_score_gemma":0.001641306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07626273,"about_ca_topic_score_gemma":0.1617203,"domain_scores_codex":[0.9995527,0.000128166,0.00003438341,0.00005583135,0.00008158763,0.0001472578],"domain_scores_gemma":[0.998811,0.0003904965,0.0002685256,0.00008277258,0.0002605091,0.0001867545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004483131,0.0003793344,0.9611401,0.0001725494,0.0002310656,0.001430658,0.01588696,0.002464324,0.002316616,0.0011695,0.0004294591,0.01393119],"study_design_scores_gemma":[0.00002123996,0.0003762723,0.9685628,0.00002245211,0.00008068861,0.000197479,0.02755392,0.001833329,0.0003564354,0.0001019686,0.0008683953,0.0000250288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996042,0.00002037492,0.00001858823,0.00001590624,7.316809e-7,0.000006225073,0.00003713283,0.000001209253,0.0002956663],"genre_scores_gemma":[0.9997347,0.00003854269,0.00003726892,0.000006191745,0.000001071847,0.000009751141,0.00009235563,9.939572e-7,0.00007900801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07626273,"threshold_uncertainty_score":0.1516376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298501459806517,"score_gpt":0.3187836835096695,"score_spread":0.2889335375290178,"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."}}