{"id":"W1978401338","doi":"10.3828/tpr.2014.22","title":"Perspectives on mixing housing types in the suburbs","year":2014,"lang":"en","type":"article","venue":"Town Planning Review","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"York University","keywords":"Neighbourhood (mathematics); Mixing (physics); Diversity (politics); Scale (ratio); Business; Geography; Sociology; Mathematics; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737387,0.00008618505,0.0002038289,0.00004136699,0.0004312027,0.00005608674,0.0001926681,0.00002927129,0.00008981032],"category_scores_gemma":[0.00110624,0.00005599909,0.00005090592,0.0002997278,0.00009597731,0.00008003625,0.00001451173,0.0001314542,0.00004699317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004064085,"about_ca_system_score_gemma":0.00002843682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002570603,"about_ca_topic_score_gemma":0.0000880819,"domain_scores_codex":[0.9988341,0.0003899031,0.0001539791,0.0001619526,0.0002647246,0.0001953638],"domain_scores_gemma":[0.9990923,0.0006316459,0.00007272155,0.0001353157,0.00004246782,0.0000255388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002397079,0.0001850081,0.09028573,0.0007218175,0.00008355513,0.0000265893,0.5765643,0.00009056018,0.00001050739,0.1254554,0.08370427,0.1228484],"study_design_scores_gemma":[0.0001746446,0.00006605132,0.02163796,0.004828641,0.00005385946,0.000001418301,0.03057788,0.00005353199,0.000002018105,0.0009875282,0.9413491,0.0002673527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06590679,0.3634441,0.0001891872,0.01835139,0.000328596,0.0007116926,0.000002096699,0.0001566645,0.5509095],"genre_scores_gemma":[0.9787248,0.01783477,0.00009290281,0.002399891,0.0003072398,0.00001682343,0.000001461454,0.000006721176,0.0006153508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9128181,"threshold_uncertainty_score":0.3316506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06088067429246769,"score_gpt":0.3568493074704388,"score_spread":0.2959686331779711,"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."}}