{"id":"W4388506467","doi":"10.59490/abe.2021.14.6184","title":"How Heritage Learns","year":2021,"lang":"en","type":"article","venue":"Architecture and the Built Environment","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Architectural engineering; Quarter (Canadian coin); Cultural heritage; Set (abstract data type); Public housing; Sociology; Economy; Political science; Environmental ethics; History; Public relations; Engineering; Archaeology; Civil engineering; Computer science; Economics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275598,0.0004418306,0.000348253,0.001180119,0.005201232,0.01009164,0.001461918,0.003134994,0.06255719],"category_scores_gemma":[0.00783537,0.0003327667,0.0003711927,0.0008788418,0.01536745,0.01975466,0.006928703,0.003097303,0.01187806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004329265,"about_ca_system_score_gemma":0.003351497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008937059,"about_ca_topic_score_gemma":0.01249356,"domain_scores_codex":[0.9972894,0.0009878592,0.00008571938,0.0007046913,0.0004732653,0.0004590596],"domain_scores_gemma":[0.9979392,0.0006949242,0.0001725598,0.0004246585,0.0003327339,0.0004358299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004485582,0.00005902385,0.003306382,0.0001482995,0.00002011306,0.0006581062,0.04668418,0.0005822341,0.0004791083,0.8321636,0.04412687,0.07172728],"study_design_scores_gemma":[0.00000969119,0.0000191185,0.0009823022,0.000219399,0.00001000317,0.0004346317,0.02101423,0.0004040064,0.0003451604,0.2932062,0.6833307,0.00002451519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03507119,0.00303595,0.01322195,0.03107261,0.0006546218,0.000042642,0.0003274567,0.0001936244,0.91638],"genre_scores_gemma":[0.6739729,0.003921202,0.007716973,0.007726812,0.0003063162,0.0000843351,0.0008273484,0.0005957152,0.3048484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06255719,"threshold_uncertainty_score":0.2092746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004567293823604854,"score_gpt":0.142924193284612,"score_spread":0.1383568994610071,"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."}}