{"id":"W2919633445","doi":"10.1007/s10393-018-1389-3","title":"Determinants of Cookstoves and Fuel Choice Among Rural Households in India","year":2019,"lang":"en","type":"article","venue":"EcoHealth","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"General Administration of Customs; Global Alliance for Clean Cookstoves; U.S. Environmental Protection Agency","keywords":"Stove; Liquefied petroleum gas; Solid fuel; Multinomial logistic regression; Business; Intervention (counseling); Agricultural economics; Economics; Socioeconomics; Waste management; Engineering; Psychology","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":[0.0001862744,0.0001362247,0.0001399739,0.0004478231,0.0006630537,0.0007577896,0.0003813136,0.000278776,0.003082928],"category_scores_gemma":[0.000746963,0.0002503096,0.000357868,0.001189649,0.0005054763,0.0003347104,0.0004534162,0.0006115341,0.0002934075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005431885,"about_ca_system_score_gemma":0.000533447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09097356,"about_ca_topic_score_gemma":0.1453006,"domain_scores_codex":[0.9997458,0.00006503967,0.0000185536,0.00003955196,0.00003031999,0.0001007285],"domain_scores_gemma":[0.9992955,0.0001868155,0.0002361186,0.00003913349,0.00007367751,0.000168774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004654545,0.00007848461,0.9969845,0.000008766424,0.0000284601,0.0001582531,0.0009121561,0.00007769773,0.0002441875,0.0001573338,0.0001047361,0.001198837],"study_design_scores_gemma":[0.000001394557,0.00003499104,0.9942029,0.000006915794,0.00001444919,0.0000936166,0.00506924,0.0002304123,0.00006645062,0.00005279914,0.0002221545,0.000004767073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993235,0.00002570178,0.00002102463,0.0000484028,9.249318e-7,0.000002271524,0.0001042037,0.00000105825,0.0004729134],"genre_scores_gemma":[0.9995891,0.00002787744,0.0000270643,0.000009396677,9.282134e-7,0.000001797812,0.0000497254,6.908865e-7,0.0002933389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09097356,"threshold_uncertainty_score":0.1808881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006922406730296335,"score_gpt":0.2241016739832726,"score_spread":0.2171792672529763,"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."}}