{"id":"W2280708198","doi":"10.82308/11054","title":"Composting bioreactors: heat redistribution and heat recovery system for small compost vessels","year":2014,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Compost; Aeration; Heat exchanger; Waste management; Thermocouple; Environmental science; Heat recovery ventilation; Waste heat recovery unit; Heat transfer; Waste heat; Environmental engineering; Pulp and paper industry; Materials science; Composite material; Mechanics; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00145759,0.0004640009,0.0005718872,0.00005396645,0.001877977,0.0001830714,0.0004531405,0.000313514,0.000006921123],"category_scores_gemma":[0.0007066553,0.0002562023,0.0002168173,0.0003488162,0.00009820589,0.0003157496,0.0002938692,0.0004247524,0.00001325591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364619,"about_ca_system_score_gemma":0.00000656647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236207,"about_ca_topic_score_gemma":0.0002943783,"domain_scores_codex":[0.9971222,0.0003673372,0.000661,0.0008815513,0.0002763632,0.0006914965],"domain_scores_gemma":[0.9972304,0.001771232,0.0001883655,0.0002163993,0.0002831003,0.0003105502],"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":[0.0001387393,0.00009121529,0.0006272662,0.0001262487,0.0000257398,0.000004800046,0.000001394006,0.000007084152,0.8911055,0.007936873,0.00000748227,0.09992763],"study_design_scores_gemma":[0.002010358,0.004058131,0.02362267,0.002813406,0.0002590517,0.0007365291,0.0002887686,0.004353092,0.8485441,0.01264619,0.09783588,0.002831857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932542,0.00007300232,0.00001112167,0.000176253,0.000394146,0.0006694419,0.001484424,0.001150056,0.002787363],"genre_scores_gemma":[0.9971173,0.00001713407,0.001834766,0.0001616122,0.000189455,0.00006016271,0.0005842141,0.00001172782,0.00002358683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0978284,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583291712284799,"score_gpt":0.2165789004684577,"score_spread":0.1907459833456097,"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."}}