{"id":"W4403709838","doi":"10.1016/j.ssaho.2024.101187","title":"Determinants of participation in charcoal production and its distributive impact on household welfare in rural Ethiopia","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Addis Ababa University; Aksum University","keywords":"Distributive property; Welfare; Production (economics); Charcoal; Economics; Business; Socioeconomics; Mathematics; Microeconomics; Market economy; Chemistry","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":[0.0007385341,0.0001431007,0.0001279629,0.0003584797,0.0002693197,0.0005517635,0.000196663,0.0001772082,0.001806367],"category_scores_gemma":[0.001322799,0.00008326537,0.000212578,0.0004761301,0.0002497156,0.0002376727,0.0004561635,0.0002587546,0.0001333101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379409,"about_ca_system_score_gemma":0.0003364859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005672798,"about_ca_topic_score_gemma":0.007019922,"domain_scores_codex":[0.9995172,0.0002376887,0.0000191499,0.00003653291,0.00004139374,0.0001480815],"domain_scores_gemma":[0.9990909,0.0003855111,0.0002596471,0.00003496832,0.0000834606,0.0001455005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001472807,0.0002909487,0.9813666,0.00005638169,0.00008042822,0.0005063543,0.001756604,0.001520221,0.001149023,0.0008438128,0.0003078845,0.01197446],"study_design_scores_gemma":[0.000003573826,0.00007805333,0.9927861,0.00003447579,0.00002071437,0.0001154248,0.004505587,0.001148809,0.0001989921,0.0003610358,0.0007411591,0.000006025236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992846,0.0000407862,0.00008351077,0.00004391179,7.446056e-7,0.000004346418,0.00006606693,6.675766e-7,0.000475454],"genre_scores_gemma":[0.9997286,0.000036151,0.00003995854,0.000005698842,0.000001074644,0.000002829382,0.00002349702,3.083413e-7,0.0001619374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005672798,"threshold_uncertainty_score":0.01127958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0676651507198102,"score_gpt":0.3482385916047139,"score_spread":0.2805734408849037,"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."}}