{"id":"W2612661652","doi":"","title":"Laboratory performance of advanced combustion biomass stoves in reducing household air pollution","year":2014,"lang":"en","type":"article","venue":"13th International Conference on Indoor Air Quality and Climate, Indoor Air 2014","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Stove; Environmental science; Combustion; Air pollution; Biomass (ecology); Pollution; Waste management; Biomass fuels; Environmental protection; Biofuel; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008753392,0.0002650835,0.0003594889,0.000282504,0.0001198258,0.00002536867,0.000274947,0.000189854,0.00007191362],"category_scores_gemma":[0.00006804797,0.0002590952,0.0000544694,0.000215826,0.0001282634,0.0005085677,0.0000656621,0.0003671779,0.00002474862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277293,"about_ca_system_score_gemma":0.00005129002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042529,"about_ca_topic_score_gemma":0.0000530795,"domain_scores_codex":[0.9981629,0.0001184531,0.0006896942,0.0003254926,0.0003668428,0.0003366125],"domain_scores_gemma":[0.9991192,0.00009025605,0.0002250824,0.0002825326,0.0001735555,0.0001093555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002631357,0.001067941,0.2780051,0.004033287,0.0002755204,0.000008336692,0.003375339,0.31303,0.22228,0.08631518,0.002403055,0.0865749],"study_design_scores_gemma":[0.00262862,0.0004169356,0.8144161,0.001184819,0.00001446129,0.000006645603,0.0005608363,0.1210299,0.05591474,0.0002544121,0.00288387,0.0006886448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939192,0.00006183839,0.0002066561,0.0006158995,0.0005821633,0.0001801682,0.0002252281,0.0001439055,0.004064941],"genre_scores_gemma":[0.9986788,0.0005351179,0.0002579782,0.0002612029,0.00009995096,0.00003424329,0.00006051422,0.00002871606,0.00004345947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536411,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039698308341057,"score_gpt":0.2805875893270523,"score_spread":0.2501906062436418,"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."}}