{"id":"W2275649980","doi":"10.1080/13574809.2015.1133230","title":"Multiple approaches to heritage in urban regeneration: the case of City Gate, Valletta","year":2016,"lang":"en","type":"article","venue":"Journal of Urban Design","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Regeneration (biology); Cultural heritage; Variety (cybernetics); Narrative; Architectural engineering; Industrial heritage; Historical heritage; Urban regeneration; Order (exchange); Civil engineering; Engineering; Environmental planning; Cultural heritage management; Environmental ethics; History; Geography; Sociology; Business; Computer science; Archaeology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007482253,0.00009116333,0.0001583314,0.00008347258,0.0001108177,0.00008449987,0.0001864964,0.00002474825,0.0003412345],"category_scores_gemma":[0.0001021705,0.00004524228,0.00007411593,0.00005946856,0.00006062384,0.000403654,0.00003211939,0.00007918963,0.000005187308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003462858,"about_ca_system_score_gemma":0.00001454981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009760301,"about_ca_topic_score_gemma":0.0009756401,"domain_scores_codex":[0.9991053,0.0001689513,0.0003924543,0.00008301815,0.0001370471,0.0001132273],"domain_scores_gemma":[0.9992872,0.00019061,0.0002268617,0.0001415592,0.0001146215,0.00003911826],"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":[0.0008040819,0.0003408197,0.007901761,0.00009799725,0.0002060689,0.0006471453,0.09037611,0.0006696039,0.006361287,0.1021396,0.7721685,0.01828697],"study_design_scores_gemma":[0.005940398,0.002274955,0.005137821,0.0007222976,0.0002254599,0.0003387709,0.02480455,0.003541603,0.01305273,0.008642866,0.9342962,0.001022351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552613,0.001162937,0.01265736,0.01610731,0.0007177356,0.001027322,0.00001869452,0.00002719753,0.01302011],"genre_scores_gemma":[0.9888527,0.00001145532,0.0008537042,0.0001283871,0.0006184917,0.000007074665,7.121065e-7,0.000008116129,0.009519302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621277,"threshold_uncertainty_score":0.3736279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3237386998378827,"score_gpt":0.2392292175483423,"score_spread":0.08450948228954039,"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."}}