{"id":"W2915175613","doi":"10.3390/urbansci3010025","title":"Urban Transport and Eco-Urbanism: A Global Comparative Study of Cities with a Special Focus on Five Larger Swedish Urban Regions","year":2019,"lang":"en","type":"article","venue":"Urban Science","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public transport; Geography; TRIPS architecture; Economic geography; Per capita; Urban density; Urbanism; Sustainability; Sustainable transport; Economic growth; Regional science; Urban planning; Transport engineering; Population; Civil engineering; Demography; Sociology; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00053339,0.000365486,0.0003582525,0.003986617,0.001037374,0.002267169,0.000255256,0.0003180253,0.001154763],"category_scores_gemma":[0.0008192764,0.0001731085,0.0005516941,0.0109379,0.0008760593,0.001601393,0.002375012,0.0002538312,0.0001568938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501738,"about_ca_system_score_gemma":0.00100422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04240663,"about_ca_topic_score_gemma":0.08285503,"domain_scores_codex":[0.9995933,0.0001260843,0.00003156797,0.00006047974,0.00006317216,0.0001253993],"domain_scores_gemma":[0.9995831,0.0001067263,0.0001233275,0.00003897095,0.00008897785,0.00005886447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002310478,0.00008903389,0.870805,0.0005781202,0.0002638641,0.001204842,0.07626953,0.001343018,0.0007450765,0.005933038,0.001688257,0.04084922],"study_design_scores_gemma":[0.00000382106,0.00008048258,0.8981771,0.00009118427,0.00006813553,0.0003356629,0.09318905,0.0001514921,0.00009470134,0.0002101734,0.007581209,0.00001686601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962603,0.0005789472,0.00005992186,0.00004477052,0.000005359533,0.000006578402,0.0003248252,0.000002908053,0.00271641],"genre_scores_gemma":[0.9981201,0.0007758983,0.0001089458,0.0000136042,0.000004511517,0.00001290628,0.0006152506,0.000003527271,0.0003453393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04240663,"threshold_uncertainty_score":0.08431959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537324861353837,"score_gpt":0.2978675372760459,"score_spread":0.2724942886625076,"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."}}