{"id":"W2740578572","doi":"10.21837/pm.v15i2.272","title":"THE IMPACT OF GENTRIFICATION ON LOCAL URBAN HERITAGE IDENTITY IN OLD QUARTER, MELAKA HERITAGE CITY","year":2017,"lang":"en","type":"article","venue":"PLANNING MALAYSIA","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Safeguarding; Local community; Identity (music); Cultural heritage; Value (mathematics); Quarter (Canadian coin); Quality (philosophy); Community development; Local economic development; Sociology; Local Development; Economic growth; Regional science; Geography; Political science; Economics; Law; Archaeology","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":[0.0003955647,0.000139435,0.00016034,0.00005164443,0.0006676321,0.0006493116,0.0004619339,0.00004134662,0.0002732236],"category_scores_gemma":[0.00005691332,0.00009522064,0.0001079157,0.00003164779,0.0001808369,0.0008533113,0.00006305864,0.0001568762,0.0000310392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006353383,"about_ca_system_score_gemma":0.000007753841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495606,"about_ca_topic_score_gemma":0.001111517,"domain_scores_codex":[0.9990741,0.00005908259,0.0002654987,0.0001793077,0.0002063915,0.0002155905],"domain_scores_gemma":[0.9991226,0.00006856338,0.0002556826,0.0004633962,0.00005621963,0.0000335055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006686355,0.0003669342,0.5635376,0.0001508014,0.0002340886,0.00005093046,0.07416759,0.001569499,0.000754325,0.3248125,0.02801067,0.005676385],"study_design_scores_gemma":[0.0006735458,0.0002424383,0.9700782,0.0001493408,0.00002414786,6.068851e-7,0.007372339,0.007901165,0.0000927634,0.002507676,0.01068922,0.0002685107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582164,0.0001350786,0.00003462193,0.0002395358,0.0002227541,0.0002328141,0.00001846072,0.00003309968,0.0408672],"genre_scores_gemma":[0.9961047,0.0000135262,0.00001009622,0.0000202008,0.0002140935,0.00001774617,0.00003612094,0.000009813993,0.003573728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4065406,"threshold_uncertainty_score":0.6261327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08898992276748069,"score_gpt":0.3047963904354178,"score_spread":0.2158064676679372,"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."}}