{"id":"W4229371089","doi":"10.1108/jchmsd-09-2021-0169","title":"Heritage theory at work: how heritage policy in Toronto, Canada shapes a market with asymmetrical opportunities for professionals and tradespeople","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Heritage Management and Sustainable Development","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cultural heritage management; Industrial heritage; Context (archaeology); Cultural heritage; Work (physics); Values; Public relations; Political science; Public administration; Sociology; Geography; Engineering; Archaeology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127637,0.0003345199,0.0004611129,0.0002410305,0.001059441,0.0004475864,0.0002839935,0.00003586937,0.0009030353],"category_scores_gemma":[0.00003678047,0.0002415423,0.00006925941,0.0002017236,0.0001034621,0.001128542,0.0005712039,0.0002020058,1.007508e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520942,"about_ca_system_score_gemma":0.0001944414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00625163,"about_ca_topic_score_gemma":0.1258497,"domain_scores_codex":[0.9976398,0.0002167122,0.0005696209,0.0002907702,0.0006519618,0.000631117],"domain_scores_gemma":[0.9990467,0.0001376168,0.0003497968,0.00009766285,0.000214878,0.0001532869],"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":[0.00667065,0.0007079592,0.004308072,0.004670958,0.001395329,0.003887395,0.1534046,0.00005164921,0.00001100362,0.4768252,0.2971975,0.05086967],"study_design_scores_gemma":[0.001098783,0.0001853277,0.005055345,0.0000671226,0.00003796787,0.00001628575,0.4900098,0.00002198577,0.000002201095,0.0003366762,0.5028927,0.0002757694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901156,0.008159964,0.00005021115,0.01329178,0.0003698159,0.002914889,0.00004710207,0.00005616463,0.08499454],"genre_scores_gemma":[0.688662,0.0002429152,0.0006451298,0.0005699765,0.0001221146,0.0002065249,0.0000320554,0.00002396662,0.3094953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764885,"threshold_uncertainty_score":0.9887604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609871374003786,"score_gpt":0.2360803867663394,"score_spread":0.1899816730263015,"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."}}