{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002662616,0.0002050842,0.000307528,0.0002319743,0.0001458967,0.00005633966,0.0002679892,0.00005999867,0.0005419989],"category_scores_gemma":[0.00001578733,0.0001613621,0.00007409956,0.0002601299,0.0005123299,0.000205276,0.0007589635,0.0001139407,0.000005570079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002655599,"about_ca_system_score_gemma":0.000004058023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001563874,"about_ca_topic_score_gemma":0.0008309664,"domain_scores_codex":[0.9985676,0.0001004115,0.0004420109,0.0003951055,0.0002147086,0.0002801125],"domain_scores_gemma":[0.9995336,0.00007034306,0.00009542082,0.0001964085,0.00006161205,0.00004260221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001378039,0.0002127533,0.05676862,0.0009055057,0.0001068876,0.00001625571,0.004004954,0.00001106165,0.00001185507,0.9279418,0.001055671,0.008826856],"study_design_scores_gemma":[0.002266387,0.0001650961,0.7950429,0.0002491597,0.0001197858,8.104552e-7,0.02204446,0.003520879,0.00001928032,0.07047773,0.1056958,0.0003977659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6813971,0.0006933797,0.00108404,0.006863625,0.0001257453,0.001350446,0.000007708793,0.0001323031,0.3083457],"genre_scores_gemma":[0.9809395,0.001025919,0.004683199,0.001116957,0.00002366532,0.0001795977,0.000115282,0.00000614278,0.01190974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.857464,"threshold_uncertainty_score":0.6580155,"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."}}