{"id":"W2419050505","doi":"10.1016/j.jclepro.2016.06.008","title":"A comparative lifecycle assessment of rural parboiling system and an integrated steaming and drying system fired with rice husk","year":2016,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Life-cycle assessment; Parboiling; Husk; Steaming; Environmental science; Environmental impact assessment; Agricultural engineering; Agriculture; Environmental engineering; Engineering; Geography; Chemistry; Ecology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008078006,0.0001190809,0.0002790476,0.00004529837,0.0001081242,0.00002544512,0.00006360723,0.0000344926,0.000006772382],"category_scores_gemma":[0.00002320534,0.0000680377,0.00002390688,0.000090038,0.0002133425,0.000823269,0.00004211101,0.000110985,4.99725e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005451418,"about_ca_system_score_gemma":0.00001680894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104641,"about_ca_topic_score_gemma":0.00001635292,"domain_scores_codex":[0.998858,0.0001936232,0.0003656988,0.0001493933,0.0002920981,0.0001411991],"domain_scores_gemma":[0.9992549,0.00003718149,0.0004332882,0.0001311388,0.00003344897,0.0001100457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005475791,0.0002453797,0.6469416,0.0004328848,0.0001044474,0.00001684326,0.005741529,0.004540875,0.3186289,0.0000363166,0.00002766711,0.02273593],"study_design_scores_gemma":[0.001187735,0.001263195,0.8630466,0.0008514409,0.0001164622,0.0006261622,0.1014845,0.002958336,0.02814893,0.00001423119,0.00007613088,0.0002262016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984179,0.00004777909,0.0009635522,0.00008920646,0.0000819354,0.0001913071,0.000001409015,0.00001212887,0.0001947624],"genre_scores_gemma":[0.9987451,0.00001455276,0.001104969,0.000003041604,0.00007145033,0.000002208076,4.369382e-7,0.000007996738,0.00005019093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.29048,"threshold_uncertainty_score":0.2774497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083186054707876,"score_gpt":0.2662992348788161,"score_spread":0.2554673743317373,"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."}}