{"id":"W7160377726","doi":"10.1080/13505033.2026.2616682","title":"Towards a People-Centred Approach in Archaeological Heritage Management","year":2025,"lang":"en","type":"article","venue":"Conservation and Management of Archaeological Sites","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Cultural heritage management; World heritage; Industrial heritage; Cultural heritage; Values","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":[0.05515741,0.001035828,0.001089313,0.003840409,0.01648416,0.05721835,0.006354251,0.01463453,0.008654923],"category_scores_gemma":[0.01813523,0.0008858209,0.001080061,0.005924371,0.07054546,0.03270407,0.02420835,0.02192647,0.002347093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01283731,"about_ca_system_score_gemma":0.02480083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005290715,"about_ca_topic_score_gemma":0.01017728,"domain_scores_codex":[0.9470924,0.03501786,0.001780043,0.002940362,0.009779528,0.003389884],"domain_scores_gemma":[0.9688365,0.01886089,0.001953544,0.002639561,0.002511777,0.005197641],"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":[0.00001639631,0.0001245684,0.0007590756,0.0005932281,0.00003054866,0.0003973753,0.1232383,0.0003619817,0.0002436115,0.6789098,0.1153183,0.08000673],"study_design_scores_gemma":[0.00000715359,0.00002787827,0.0004011905,0.0007357696,0.000008595956,0.000192957,0.04292357,0.0001302449,0.0001388726,0.1916749,0.7637362,0.00002262615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00711416,0.03554238,0.07947049,0.6446812,0.01993384,0.0002621564,0.00005020627,0.0003275178,0.2126181],"genre_scores_gemma":[0.3654447,0.07364975,0.157903,0.1837253,0.02578299,0.001568923,0.0002069416,0.0013856,0.1903329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05721835,"threshold_uncertainty_score":0.2917038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09104343820200902,"score_gpt":0.2518117307518191,"score_spread":0.16076829254981,"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."}}