{"id":"W2956501542","doi":"10.3390/su11143901","title":"Trialogue on Built Heritage and Sustainable Development","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Sustainable development; Cultural heritage; Industrial heritage; Environmental planning; Values; Cultural heritage management; Legitimacy; Politics; Built environment; Environmental resource management; Business; Environmental ethics; Political science; Architectural engineering; Geography; Civil engineering; Engineering; Economics; Archaeology","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":[0.00122085,0.0001098916,0.0001207719,0.00002760785,0.0001528832,0.00003437632,0.00009852192,0.00005910623,0.0006544873],"category_scores_gemma":[0.0004219467,0.0000971114,0.00002230322,0.0001399676,0.00007915196,0.0001474158,0.0001638034,0.0001001965,0.0002301337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042298,"about_ca_system_score_gemma":0.00009203514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003457186,"about_ca_topic_score_gemma":0.00002117648,"domain_scores_codex":[0.9987981,0.0001059877,0.0001562508,0.0003521939,0.0002229842,0.0003644679],"domain_scores_gemma":[0.9994907,0.00008503125,0.0000416154,0.0002686629,0.00003816585,0.0000757611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001896822,0.0001630556,0.9801237,0.0001225117,0.000008017622,0.00001637996,0.002642489,0.0007587649,0.0001280984,0.002187758,0.002991186,0.01066835],"study_design_scores_gemma":[0.0007145014,0.000213935,0.9263244,0.000005152321,0.000005232125,0.000001566319,0.002751635,0.0002749543,0.000391348,0.00731549,0.06179519,0.0002065505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911283,0.00001461403,0.00006143284,0.0004030225,0.00005411551,0.0006182698,6.852869e-7,0.00004739633,0.007672193],"genre_scores_gemma":[0.9834701,6.123466e-7,0.0002227659,0.00009293871,0.00001371371,0.00002616094,0.000007108148,0.000007455839,0.01615912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05880401,"threshold_uncertainty_score":0.7166177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311080797999365,"score_gpt":0.2496206777075807,"score_spread":0.2365098697275871,"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."}}