{"id":"W1531667809","doi":"10.1068/b3039","title":"The Extent and Determinants of Dissonance between Actual and Preferred Residential Neighborhood Type","year":2004,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Cognitive dissonance; Geography; Incentive; Preference; Demographic economics; Residential area; Psychology; Social psychology; Economics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004937487,0.0001325844,0.0001979006,0.00003358131,0.00100978,0.00009815241,0.00006227699,0.00007704634,0.000003087516],"category_scores_gemma":[0.0001157676,0.00009937867,0.00001316801,0.00004451456,0.0004560122,0.0001293099,0.00005825105,0.00009487132,8.196854e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001297925,"about_ca_system_score_gemma":0.00002977632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321264,"about_ca_topic_score_gemma":0.000008403668,"domain_scores_codex":[0.9990295,0.0001084618,0.0001894147,0.0002321587,0.0002114216,0.0002290923],"domain_scores_gemma":[0.9990687,0.0006329335,0.0001128893,0.00007570509,0.000009572629,0.0001002465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001625324,0.00001778025,0.9437391,0.0000190747,0.00005979134,0.00001370127,0.04320682,0.0001389736,0.0001207601,0.0004604183,0.0002986564,0.01176244],"study_design_scores_gemma":[0.0006693404,0.0002576096,0.9869778,0.000147723,0.00007004369,0.000004337868,0.006030879,0.000119784,0.0001454255,0.002005048,0.003363625,0.0002083799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858264,0.01150991,0.001812376,0.0001789015,0.00007665221,0.0001903438,0.000007726487,0.00001895846,0.0003786771],"genre_scores_gemma":[0.9966612,0.002488396,0.0004024825,0.00001722203,0.0001103159,0.000005499898,0.000002694889,0.000007391693,0.0003047464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04323875,"threshold_uncertainty_score":0.7766511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06650972474584729,"score_gpt":0.3021588183289485,"score_spread":0.2356490935831012,"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."}}