{"id":"W2915725411","doi":"10.23912/978-1-911396-58-1-4042","title":"Creative District Bangkok, Changes at the Fringe","year":2018,"lang":"en","type":"book-chapter","venue":"Goodfellow Publishers eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"World heritage; Process (computing); Geography; Environmental planning; Operations management; Business; Engineering; Environmental resource management; Computer science; Archaeology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208612,0.0004160493,0.0002148841,0.0005967583,0.003762322,0.005320405,0.0006519314,0.0007297217,0.0432076],"category_scores_gemma":[0.0003738507,0.0006154504,0.00019114,0.001941256,0.002254953,0.001779145,0.001953655,0.002018315,0.007039049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008100159,"about_ca_system_score_gemma":0.003870007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06979723,"about_ca_topic_score_gemma":0.2300648,"domain_scores_codex":[0.9997432,0.00003269674,0.000009566704,0.00005561765,0.00007297951,0.00008608925],"domain_scores_gemma":[0.999863,0.00002633241,0.00001207805,0.00002108227,0.00001926408,0.00005814731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004653363,0.0001666887,0.007671956,0.002891058,0.00004334515,0.009629331,0.06752627,0.001823626,0.01385564,0.2312334,0.2914244,0.373269],"study_design_scores_gemma":[0.000007677893,0.00001695773,0.005047828,0.0002167395,0.000006276508,0.001142238,0.006422089,0.00004943065,0.0006700694,0.001135207,0.9852687,0.00001683668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02659555,0.01549789,0.0005760982,0.001418337,0.0005832411,0.00009479724,0.0003987193,0.00009068047,0.9547446],"genre_scores_gemma":[0.1514334,0.008244956,0.0009971841,0.0004067856,0.00004326968,0.00006187294,0.0003222611,0.0001787279,0.8383114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06979723,"threshold_uncertainty_score":0.1445439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050909938193802,"score_gpt":0.2163216035363803,"score_spread":0.1112306097170001,"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."}}