{"id":"W4415828723","doi":"10.1016/j.trd.2025.105085","title":"Transportation-induced gentrification: new perspectives and evidence","year":2025,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006469764,0.000475022,0.001153463,0.002836628,0.001775637,0.004154929,0.002441862,0.003011259,0.02299368],"category_scores_gemma":[0.01849963,0.0002730497,0.001114589,0.003996063,0.01341163,0.006843674,0.00588173,0.003614316,0.0007571637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003110563,"about_ca_system_score_gemma":0.002563328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062291,"about_ca_topic_score_gemma":0.01412484,"domain_scores_codex":[0.9961533,0.001329915,0.000163519,0.0008699381,0.0006258251,0.0008575493],"domain_scores_gemma":[0.9805186,0.01369272,0.002255268,0.00175058,0.001138601,0.0006443438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001930645,0.0001560412,0.04230428,0.0007958046,0.0002612272,0.0004141055,0.003118879,0.001151919,0.0001849963,0.9039075,0.004555586,0.04295661],"study_design_scores_gemma":[0.00009055621,0.0001429047,0.07738093,0.001665901,0.0003039968,0.0007462649,0.01359847,0.002051551,0.000598892,0.842091,0.06125896,0.00007055889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.61163,0.06816841,0.02852754,0.09498525,0.001241484,0.00008442497,0.002086092,0.00006259897,0.1932142],"genre_scores_gemma":[0.9759218,0.01663949,0.001192433,0.002687392,0.0005435623,0.00002963019,0.0003373549,0.00002867839,0.002619758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299368,"threshold_uncertainty_score":0.07692152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042938994698985,"score_gpt":0.3855887508482139,"score_spread":0.2812948513783153,"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."}}