{"id":"W3151715032","doi":"10.1139/tcsme-2020-0164","title":"Performance and emission characteristics of a micro-gasifier-based cook stove using solid biomass, <i>Melia dubia</i> and <i>Casuarina</i>","year":2021,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anna University","keywords":"Stove; Wood gas generator; Environmental science; Casuarina; Biomass (ecology); Pulp and paper industry; Waste management; Botany; Biology; Ecology; Engineering; Coal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001402518,0.0002733995,0.0002141463,0.0001895137,0.0001540054,0.0002354043,0.0003406017,0.0002319567,0.0006902473],"category_scores_gemma":[0.0001571715,0.000115135,0.0002757054,0.0001487914,0.0001177922,0.0002153624,0.0001907328,0.0001985983,0.0001797764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930497,"about_ca_system_score_gemma":0.0001244072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302835,"about_ca_topic_score_gemma":0.005968706,"domain_scores_codex":[0.9998927,0.00001061006,0.00001170006,0.00003747731,0.00003473411,0.00001277677],"domain_scores_gemma":[0.9999146,0.00002403331,0.0000154527,0.000007586788,0.00002847637,0.000009753734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004277306,0.00004764576,0.005115,0.00007791496,0.00001590436,0.00003812126,0.00004230438,0.00056911,0.9900012,0.00002654257,0.00002739774,0.003611076],"study_design_scores_gemma":[0.00001011955,0.0005974709,0.03216906,0.000006967987,0.00004122645,0.00006849274,0.00007677489,0.002242553,0.9642753,0.000009991589,0.0004907447,0.0000112659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992913,0.0001161348,0.0003632093,0.000004417682,0.000002229966,0.000003503681,0.00007377873,0.000008335939,0.0001371639],"genre_scores_gemma":[0.9983037,0.0001346781,0.000732467,0.000007574016,9.981405e-7,0.000008183874,0.0002064733,0.000006522352,0.00059942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00302835,"threshold_uncertainty_score":0.0060215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009275021023982855,"score_gpt":0.189429119369168,"score_spread":0.1801540983451851,"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."}}