{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959445,0.0001105068,0.0001868506,0.0007580724,0.0004365562,0.0007606075,0.0004525026,0.0003861227,0.003063693],"category_scores_gemma":[0.01100964,0.0001360034,0.0002752796,0.0006128142,0.0009784657,0.0005485718,0.001129365,0.0004150769,0.0003023224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138611,"about_ca_system_score_gemma":0.0002074878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007615179,"about_ca_topic_score_gemma":0.01128161,"domain_scores_codex":[0.9986171,0.0004810772,0.0001902096,0.000231918,0.0002860732,0.0001936704],"domain_scores_gemma":[0.9916045,0.003421201,0.002722546,0.0007617681,0.0006988604,0.0007910906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001111183,0.00003396176,0.9958091,0.00000802356,0.00003465799,0.00004970758,0.001282528,0.0001170443,0.0001821128,0.000165688,0.00005751478,0.002148637],"study_design_scores_gemma":[0.000002152414,0.00003617632,0.9959584,0.000006278982,0.000005041783,0.000101852,0.003213975,0.00032818,0.00006569442,0.0001428538,0.0001337253,0.000005677372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992125,0.00004276083,0.0001276124,0.0000304617,0.000001605028,0.000005159847,0.000062728,0.000001165008,0.0005159769],"genre_scores_gemma":[0.9998043,0.00001098494,0.00004204135,0.000004698883,0.000001101271,0.000002486094,0.00005517153,6.360798e-7,0.00007851168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007615179,"threshold_uncertainty_score":0.01514173,"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."}}