{"id":"W2074750800","doi":"10.1289/ehp.118-a124","title":"Better Burning, Better Breathing: Improving Health with Cleaner Cook Stoves","year":2010,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Stove; Environmental health; Medicine; Breathing; Environmental science; Business; Waste management; Engineering; Anesthesia","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":[0.0004050331,0.0003849388,0.0002746578,0.0002594144,0.0008574671,0.000973177,0.0003126641,0.001546496,0.03085175],"category_scores_gemma":[0.00091493,0.0001116467,0.0003287851,0.0001439655,0.0004363132,0.0009197819,0.0005899539,0.001299973,0.003416151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097557,"about_ca_system_score_gemma":0.0005635252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655846,"about_ca_topic_score_gemma":0.005305902,"domain_scores_codex":[0.9998511,0.00004080224,0.000008600102,0.0000200728,0.00004141499,0.00003805632],"domain_scores_gemma":[0.9997578,0.00005020203,0.00003086151,0.00001019012,0.00005250661,0.00009833702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001781977,0.004457062,0.01621213,0.002668811,0.0001515776,0.0005186004,0.001403134,0.0002208026,0.02638998,0.002559639,0.2766677,0.6669687],"study_design_scores_gemma":[0.001670251,0.01180187,0.2515533,0.002877843,0.0007573331,0.005396669,0.01072093,0.001151117,0.04503441,0.0115208,0.657311,0.0002043375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3505229,0.06413581,0.0057493,0.4505696,0.01393095,0.0004217199,0.0009290893,0.001010454,0.1127302],"genre_scores_gemma":[0.6522625,0.07302945,0.03253672,0.08803357,0.006983847,0.0003455902,0.0005286352,0.0002004964,0.1460792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03085175,"threshold_uncertainty_score":0.1032094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00533424187672289,"score_gpt":0.2280460925540756,"score_spread":0.2227118506773527,"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."}}