{"id":"W2030774491","doi":"10.1016/j.ecolecon.2013.02.010","title":"Improved cooking stoves and firewood consumption: Quasi-experimental evidence from the Northern Peruvian Andes","year":2013,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidad de Chile; International Development Research Centre; University of Ottawa","keywords":"Stove; Firewood; Consumption (sociology); Frame (networking); Natural resource economics; Environmental science; Agricultural economics; Economics; Computer science; Engineering; Waste management; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002940851,0.000716752,0.0006480644,0.0005274,0.001769452,0.001054072,0.0007683694,0.001081057,0.006604447],"category_scores_gemma":[0.006293587,0.0006017097,0.0004942821,0.0008975767,0.002816722,0.0009247027,0.00115014,0.0008562698,0.0004730943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007634324,"about_ca_system_score_gemma":0.0005501288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02493217,"about_ca_topic_score_gemma":0.04214421,"domain_scores_codex":[0.9983754,0.001061146,0.00003816995,0.0002817079,0.00007360911,0.0001699641],"domain_scores_gemma":[0.9938676,0.003672235,0.001233305,0.0007182544,0.0002985077,0.0002099675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02105574,0.04562774,0.7964298,0.001317515,0.00266806,0.001667976,0.06381735,0.0009037158,0.01986639,0.003101863,0.001242033,0.0423019],"study_design_scores_gemma":[0.0008567125,0.007391253,0.9697916,0.00007904939,0.0006621314,0.0001922221,0.0163157,0.000414607,0.001042689,0.0007404827,0.002471744,0.00004189271],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993255,0.00008554476,0.00007151425,0.00004033848,0.000001248581,0.00002087178,0.00004443259,0.00000127723,0.0004093417],"genre_scores_gemma":[0.9983262,0.0002089575,0.0002648429,0.00008385361,0.000004943328,0.0001165775,0.0001675153,0.000003061836,0.0008239078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493217,"threshold_uncertainty_score":0.04957414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325550966048693,"score_gpt":0.2152943978304811,"score_spread":0.1920388881699941,"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."}}