{"id":"W2552426675","doi":"10.1080/00049182.2016.1254006","title":"Management Challenges for Aboriginal Cultural Heritage in Peri-urban Queensland","year":2016,"lang":"en","type":"article","venue":"Australian Geographer","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of the Sunshine Coast","keywords":"Indigenous; Cultural heritage management; Cultural heritage; Industrial heritage; Legislation; Cultural landscape; Government (linguistics); Local government; Political science; Geography; Sociology; Environmental ethics; Public administration; Archaeology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001388899,0.0001878664,0.0001519229,0.0001021606,0.0001298909,0.000152196,0.0001850128,0.00004483221,0.002343326],"category_scores_gemma":[0.000002532803,0.0001179508,0.0001179618,0.00005342826,0.0001258077,0.0005346864,0.00002309547,0.00005072733,0.0000668654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089673,"about_ca_system_score_gemma":0.000002310819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002650679,"about_ca_topic_score_gemma":0.003898587,"domain_scores_codex":[0.9989603,0.00002816438,0.0002174598,0.0002905281,0.0001438345,0.0003597141],"domain_scores_gemma":[0.999633,0.00002274058,0.00005559843,0.0001789002,0.00006007664,0.00004974416],"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":[0.00020493,0.0001701537,0.04635911,0.0004521521,0.0002506914,0.00004899507,0.02228441,0.000001524491,0.000106169,0.7743201,0.1049766,0.05082524],"study_design_scores_gemma":[0.0009069309,0.00007935308,0.04114913,0.0001012338,0.00002854027,3.748896e-7,0.006865958,0.000001641601,0.0000173066,0.002070695,0.9485291,0.0002497468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7089292,0.001070148,0.00001860067,0.01494881,0.001179269,0.001780018,0.0001159221,0.0002864438,0.2716715],"genre_scores_gemma":[0.8361496,0.0005066937,0.0002760149,0.0000892825,0.0004460587,0.0001807915,0.00003089478,0.00001849835,0.1623021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8435525,"threshold_uncertainty_score":0.9985687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08300676250137018,"score_gpt":0.2788338121724193,"score_spread":0.1958270496710491,"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."}}