{"id":"W6923488203","doi":"10.14288/1.0448758","title":"On Arrival : Rethinking Zoning and Land Use for Immigrant Communities","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoning; Immigration; Land use; Value (mathematics); Ethnic group; Phoenix","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":[0.002501041,0.0004380638,0.0003098941,0.001177027,0.0179487,0.0107679,0.001833898,0.0008876675,0.005075157],"category_scores_gemma":[0.003345634,0.0002471209,0.0003106247,0.001863043,0.02526468,0.00343983,0.007227147,0.001952706,0.0002712625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03626061,"about_ca_system_score_gemma":0.03210951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8192225,"about_ca_topic_score_gemma":0.94888,"domain_scores_codex":[0.9983221,0.0008415817,0.00003145622,0.0001366293,0.0002093208,0.0004589277],"domain_scores_gemma":[0.998319,0.0005928804,0.00009141408,0.0002566996,0.0003892888,0.0003507416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000490319,0.00002178082,0.01135059,0.00008678668,0.000006062712,0.0004031579,0.9019011,0.0003318992,0.000676196,0.05252903,0.003915131,0.02872922],"study_design_scores_gemma":[0.00000383472,0.00001856733,0.006563726,0.0001221064,0.000009548748,0.00006814775,0.8938799,0.0002340164,0.0002078113,0.003672835,0.09519891,0.00002047871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8642546,0.001426317,0.006312447,0.009792086,0.0001832088,0.0001048707,0.0001768083,0.00009540941,0.1176543],"genre_scores_gemma":[0.9861202,0.000482762,0.001713442,0.000351915,0.00001123441,0.00003399749,0.00004680411,0.00005674201,0.01118289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1807775,"threshold_uncertainty_score":0.3636842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815429603858323,"score_gpt":0.2126805745554834,"score_spread":0.1945262785169002,"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."}}