{"id":"W4313584878","doi":"10.3389/frsc.2022.1053439","title":"ADUs and the Just City: How additional dwelling units can shape urban environments toward equitable outcomes in Canadian cities","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Equity (law); Ideology; Democracy; Security of tenure; Inclusion (mineral); Government (linguistics); Diversity (politics); Through-the-lens metering; Economic Justice; Business; Political economy; Public economics; Economics; Political science; Sociology; Lens (geology); Geography; Land tenure; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007302396,0.0003097727,0.0003566353,0.0008593291,0.007906817,0.006583198,0.001348656,0.0007754298,0.006565319],"category_scores_gemma":[0.00195865,0.0001557896,0.000517487,0.001809017,0.01012112,0.002084202,0.004042136,0.0009280111,0.0002282428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05318783,"about_ca_system_score_gemma":0.02828546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9358736,"about_ca_topic_score_gemma":0.9725552,"domain_scores_codex":[0.9988068,0.0002683074,0.00001888651,0.0001236518,0.0002019013,0.0005803928],"domain_scores_gemma":[0.9992278,0.00009085896,0.00005248408,0.00008609987,0.000226437,0.000316305],"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":[0.00008086689,0.00005961375,0.02061923,0.00004244109,0.00001716089,0.0002623571,0.00953786,0.01361037,0.0004496869,0.9362128,0.002959801,0.01614778],"study_design_scores_gemma":[0.0000964834,0.0001366397,0.09546814,0.0002421284,0.0001144029,0.0003103394,0.07220283,0.05561384,0.0008408616,0.5787589,0.1960041,0.0002115022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7085301,0.0007233576,0.01646173,0.00772198,0.00007905715,0.000128344,0.0004677299,0.00007386921,0.2658139],"genre_scores_gemma":[0.9923437,0.0001361095,0.001382311,0.00007666869,0.000003578412,0.00001407063,0.00003573397,0.00000827508,0.005999584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06412637,"threshold_uncertainty_score":0.3859065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289861789995904,"score_gpt":0.20052962032517,"score_spread":0.1715434413255796,"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."}}