{"id":"W4379210801","doi":"10.1007/978-981-99-2123-2_16","title":"Looking Forward","year":2023,"lang":"en","type":"book-chapter","venue":"Creativity, heritage and the city","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Canadian Heritage","funders":"","keywords":"Cultural heritage management; Cultural heritage; Doctrine; Industrial heritage; Pace; Environmental ethics; Convention; Values; Universal value; Political science; Geography; Scope (computer science); Tourism; History; Environmental planning; Sociology; World heritage; Law; Computer science","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":[0.001436158,0.0005207026,0.0004349312,0.0006089154,0.003393661,0.009902822,0.001183359,0.004273622,0.1590538],"category_scores_gemma":[0.003530435,0.0001989694,0.0004180159,0.0007054644,0.003374466,0.01008929,0.004184542,0.007967156,0.09073501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374526,"about_ca_system_score_gemma":0.004806088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007735834,"about_ca_topic_score_gemma":0.01907459,"domain_scores_codex":[0.9988962,0.0002706457,0.00002460419,0.0001844674,0.0004043585,0.0002195873],"domain_scores_gemma":[0.9987141,0.0001685279,0.0000402361,0.0001162566,0.0004870949,0.0004737932],"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":[0.00001305035,0.00002327212,0.0001004413,0.00005613727,0.00000252006,0.00004399723,0.0008618791,0.00002839746,0.0001171741,0.152896,0.7925472,0.05330996],"study_design_scores_gemma":[0.000001546234,0.000003261309,0.0000564209,0.00008630813,8.504705e-7,0.00002396402,0.000489496,0.000006807292,0.00001696931,0.008274166,0.9910378,0.000002356444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006902014,0.01554403,0.001669626,0.1710737,0.03396337,0.00003258236,0.0001561312,0.0001547235,0.7767156],"genre_scores_gemma":[0.005153617,0.005230236,0.0009647771,0.04705142,0.003511232,0.00003071756,0.0001214284,0.0001332441,0.9378033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1590538,"threshold_uncertainty_score":0.532088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100822122243771,"score_gpt":0.242525126618052,"score_spread":0.1324429143936749,"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."}}