{"id":"W4413095345","doi":"10.11647/obp.0477","title":"The Economics of Cultural Loss","year":2025,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous; Poverty; Mainstream; Environmental ethics; Historical trauma; Criminology; Economic Justice; Equity (law); Political science; Sociology; Development economics; Political economy; Social science; Medicine; Law; Economics","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009716345,0.0002379002,0.0004854532,0.00005299541,0.001396273,0.003006541,0.00214873,0.000281938,0.0006142306],"category_scores_gemma":[0.0002329226,0.0001734903,0.0001794819,0.0000824275,0.0009267775,0.002101355,0.0007246747,0.0002600332,0.00005549549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006112644,"about_ca_system_score_gemma":0.003623943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803465,"about_ca_topic_score_gemma":0.01239866,"domain_scores_codex":[0.9985414,0.00006945094,0.0004688854,0.0003735431,0.0001757395,0.0003710252],"domain_scores_gemma":[0.9985936,0.0002637995,0.0004256314,0.00033782,0.0002824499,0.00009666839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009003141,0.000005915914,0.00007471279,0.0000106977,0.0001766784,5.614766e-7,0.003349392,0.000001005001,8.546256e-9,0.1787615,0.815045,0.002565525],"study_design_scores_gemma":[0.0001814857,0.000008737212,0.00003837857,0.00006032509,0.00003032114,1.74391e-7,0.009937077,2.199376e-7,9.073039e-7,0.01242192,0.9770945,0.0002258926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000103987,0.002265849,5.972618e-7,0.007065265,0.001253473,0.000758049,0.0000319762,0.00002452266,0.9885899],"genre_scores_gemma":[0.00003582309,0.005742278,0.00005975336,0.001016175,0.0002906287,0.00006421415,0.00006864034,0.00001289983,0.9927096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1663396,"threshold_uncertainty_score":0.9999038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190273517285661,"score_gpt":0.3024867134900316,"score_spread":0.270583978317175,"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."}}