{"id":"W4414061901","doi":"10.32920/30071449.v1","title":"Immigrants, Communities and Urban Planning [English version]","year":2025,"lang":"en","type":"article","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Social Sciences and Humanities Research Council of Canada; Ontario Trillium Foundation; International Development Research Centre; University of Toronto; Natural Sciences and Engineering Research Council of Canada; Royal Canadian Geographical Society; York University","keywords":"Multiculturalism; Immigration; Urban planning; Legitimacy; Settlement (finance); Legislature; Land-use planning; Cultural diversity","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005624696,0.001180858,0.000717831,0.001589295,0.001916984,0.003231833,0.001331555,0.001646656,0.2112171],"category_scores_gemma":[0.001757724,0.0004238922,0.0003918426,0.003989092,0.0008094477,0.001938768,0.001289947,0.002289509,0.05005033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084877,"about_ca_system_score_gemma":0.002846261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08102644,"about_ca_topic_score_gemma":0.09671394,"domain_scores_codex":[0.9997357,0.00008056561,0.0000367881,0.0000409433,0.00007019235,0.00003577246],"domain_scores_gemma":[0.9990238,0.0005210179,0.00005900223,0.00004641219,0.0002450346,0.0001047143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009170797,0.00001864024,0.0001252379,0.0003239474,0.000002739831,0.000063312,0.0008236031,0.00005058738,0.00002752017,0.007642769,0.9733322,0.01758033],"study_design_scores_gemma":[0.00001255891,0.00000976563,0.003949043,0.0005542231,0.000002220022,0.00007838158,0.001228402,0.00005617878,0.00001792218,0.001250544,0.9928339,0.000006953868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002640599,0.07228172,0.001050402,0.04519826,0.03773525,0.0004078231,0.02326198,0.0006134181,0.8168106],"genre_scores_gemma":[0.04120723,0.07331911,0.001889038,0.0100009,0.0080237,0.001402508,0.01805762,0.0005981802,0.8455016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2112171,"threshold_uncertainty_score":0.7065917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791278382258074,"score_gpt":0.284731868887163,"score_spread":0.2668190850645823,"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."}}