{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001345517,0.0001489456,0.0001442513,0.000004965871,0.0002578019,0.0001030782,0.0002132899,0.00009984128,0.0126132],"category_scores_gemma":[0.00005100931,0.0001008681,0.0000400703,0.000017414,0.0004171928,0.0004265709,0.0002630503,0.0001245644,0.0007665961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681005,"about_ca_system_score_gemma":0.000004642365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006651451,"about_ca_topic_score_gemma":0.001221204,"domain_scores_codex":[0.9991483,0.00005623305,0.0001807955,0.0003209172,0.00004672963,0.0002470193],"domain_scores_gemma":[0.9992118,0.0003752052,0.00008205961,0.0002006729,0.000001353518,0.0001288708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002585515,0.0002883634,0.9794703,0.000001714769,0.00002717657,0.000002074178,0.0008433958,0.003173967,0.00715316,0.00005629657,0.0003635894,0.008594162],"study_design_scores_gemma":[0.0002346772,0.0002539738,0.9923591,0.000006019955,0.000008080369,0.000004358154,0.0002625915,0.004294971,0.001074033,0.0003843137,0.0009373122,0.0001805458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976558,0.0002691538,0.0000241444,0.0009827646,0.00008238755,0.0002653231,0.000005167944,0.00002639031,0.0006888439],"genre_scores_gemma":[0.9978197,0.0003750759,0.0003130943,0.001203071,0.00005749895,0.00006475618,0.000004812037,0.000008652545,0.0001533921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288888,"threshold_uncertainty_score":0.9882894,"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."}}