{"id":"W4289745955","doi":"10.3384/cu.3965","title":"Transformative Heritage","year":2022,"lang":"en","type":"article","venue":"Culture Unbound Journal of Current Cultural Research","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Transformative learning; Agency (philosophy); Representation (politics); Augmented reality; Digital Revolution; Virtual representation; Cultural heritage; Virtual reality; History; Aesthetics; Computer science; Visual arts; Sociology; Art; Archaeology; Political science; Literature; Human–computer interaction; Law; Social science; Politics","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":[0.003277528,0.0006913273,0.0002877328,0.002662866,0.007863839,0.0119586,0.001710987,0.001690552,0.03871204],"category_scores_gemma":[0.005698364,0.0002656142,0.0004857972,0.002286915,0.02287249,0.009946711,0.0131428,0.002930966,0.004360341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241134,"about_ca_system_score_gemma":0.002799578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003973408,"about_ca_topic_score_gemma":0.006555011,"domain_scores_codex":[0.9971206,0.001178654,0.00008918247,0.0003916866,0.0007484711,0.0004714794],"domain_scores_gemma":[0.9973518,0.0008281222,0.000205977,0.001020425,0.0002716859,0.0003221376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001764761,0.00002061806,0.0004826277,0.00007620369,0.000006774345,0.0005533214,0.04049281,0.0001764792,0.0002455083,0.9207916,0.007851917,0.02928453],"study_design_scores_gemma":[0.000005741484,0.00002059859,0.0005344124,0.0002379489,0.000006667591,0.0007318413,0.03454741,0.0001630593,0.0004653015,0.1320793,0.8311943,0.00001332652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01715553,0.001487582,0.01274934,0.004561711,0.0007574652,0.00007040137,0.00009535503,0.0001446405,0.9629779],"genre_scores_gemma":[0.7657188,0.002933043,0.01042177,0.002042414,0.0004986389,0.00013823,0.0002979655,0.0004338273,0.2175154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03871204,"threshold_uncertainty_score":0.1295046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1789949004335778,"score_gpt":0.3974332890047798,"score_spread":0.218438388571202,"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."}}