{"id":"W1982056773","doi":"10.1093/cep/byh030","title":"Multicultural Evaluation of the Performance of Contingent Valuation for Forest Fire Prevention","year":2004,"lang":"en","type":"article","venue":"Contemporary Economic Policy","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Contingent valuation; Willingness to pay; Prescribed burn; Valuation (finance); Ethnic group; African american; Economics; Multiculturalism; Welfare; Demographic economics; Socioeconomics; Geography; Psychology; Political science; Forestry; Finance; Sociology","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":[0.02270138,0.0005517504,0.0005617577,0.001115354,0.0009426214,0.001921229,0.0007216543,0.0006502433,0.002370475],"category_scores_gemma":[0.08165836,0.0001825394,0.0007671823,0.0009547831,0.001174904,0.001919705,0.001327408,0.001073902,0.0002357228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015432,"about_ca_system_score_gemma":0.0007506844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005748039,"about_ca_topic_score_gemma":0.003361624,"domain_scores_codex":[0.9907136,0.007702322,0.0002144638,0.000343769,0.0008400721,0.0001857017],"domain_scores_gemma":[0.9129075,0.07183757,0.004691198,0.004586789,0.003901707,0.002075254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03756701,0.01463354,0.5012286,0.0005535347,0.001381052,0.00058618,0.003927683,0.08583243,0.004192525,0.0261401,0.004188982,0.3197684],"study_design_scores_gemma":[0.002407889,0.01810962,0.6079979,0.0002253222,0.0006732615,0.000449066,0.004558386,0.3367129,0.006907469,0.01670898,0.005005285,0.0002439059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925443,0.0002281164,0.001694318,0.0002248669,0.00003587827,0.00006527988,0.00005223879,0.00001906944,0.005136085],"genre_scores_gemma":[0.9983901,0.00007944304,0.001161405,0.00003495442,0.00002338456,0.00002431341,0.00007282342,0.000005026071,0.0002085937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02270138,"threshold_uncertainty_score":0.1200578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178669061838459,"score_gpt":0.2808515460939956,"score_spread":0.1021824842555366,"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."}}