{"id":"W2237904157","doi":"10.1016/j.ccs.2015.12.003","title":"Mapping community identity: Safeguarding the memories of a city's downtown core","year":2016,"lang":"en","type":"article","venue":"City Culture and Society","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Downtown; Safeguarding; Narrative; Neighbourhood (mathematics); Aesthetics; Intangible cultural heritage; Visual arts; Architecture; Sociology; Media studies; Cultural heritage; History; Archaeology; Art","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":[0.0004321667,0.0001010287,0.0001411481,0.000008254634,0.001176563,0.0001750001,0.0001985077,0.00004658362,0.0005397568],"category_scores_gemma":[0.00003580904,0.00004763642,0.0001403669,0.00005133086,0.0004078755,0.0006351841,0.000177021,0.0001553066,0.000002794238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001626843,"about_ca_system_score_gemma":0.000004516118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005152089,"about_ca_topic_score_gemma":0.001510951,"domain_scores_codex":[0.999425,0.00005738603,0.0001513673,0.00009123624,0.0001542457,0.0001207477],"domain_scores_gemma":[0.9995052,0.00007924052,0.00009004984,0.0001743137,0.000128795,0.00002236133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001039227,0.00003617207,0.00553871,0.0001783885,0.0002068783,4.521311e-7,0.6694577,1.571726e-7,0.002419347,0.2568847,0.05984785,0.005419276],"study_design_scores_gemma":[0.0005196115,0.00004924095,0.01878223,0.0001725059,0.00007130571,0.000001377749,0.2580901,0.0000166298,0.0002790043,0.02956721,0.6922113,0.0002395256],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046694,0.0003721637,0.0002351431,0.001768111,0.0002649525,0.0002283942,0.00004184072,0.00006600931,0.09235395],"genre_scores_gemma":[0.9787416,0.0002423668,0.00005239362,0.0004611124,0.0002847156,0.000006614203,0.00001479721,0.000004150157,0.02019218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6323634,"threshold_uncertainty_score":0.9049292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153237142357888,"score_gpt":0.2648554689158641,"score_spread":0.111618326557976,"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."}}