{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002687089,0.0005075717,0.0003563392,0.0001313098,0.0009057168,0.00213078,0.0006596469,0.0002124,0.04742288],"category_scores_gemma":[0.00002098183,0.0003322502,0.0002494107,0.00001201073,0.0007529678,0.0005084686,0.0004964946,0.0003769138,0.0009222141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665379,"about_ca_system_score_gemma":0.00002320937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004681407,"about_ca_topic_score_gemma":0.01669129,"domain_scores_codex":[0.9982676,0.00003823408,0.0003029924,0.0005119978,0.0004931182,0.000386093],"domain_scores_gemma":[0.9985834,0.00009153516,0.0003457732,0.0006343955,0.0002513608,0.00009355405],"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":[0.00003057499,0.000005310764,0.000002825089,0.00004956891,0.000219492,0.000007833645,0.01443194,6.663304e-8,0.000002381647,0.1571217,0.8144029,0.01372538],"study_design_scores_gemma":[0.0001933153,0.0001153386,0.000007937756,0.00008712218,0.0001773128,9.576706e-7,0.001534367,0.000004539773,0.00001690277,0.01029115,0.9871181,0.0004528984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002625652,0.0003945452,0.000001650315,0.001157241,0.001363697,0.0007455138,0.0001621376,0.0002044415,0.9957082],"genre_scores_gemma":[0.001845567,0.00001546329,0.000007459512,0.0009395821,0.003462568,0.00007789133,0.0006651252,0.0000892183,0.9928972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1727152,"threshold_uncertainty_score":0.999913,"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."}}