{"id":"W3161785749","doi":"10.5539/eer.v11n1p37","title":"Characterization of the Microbial Community in A Continuous Garbage Treatment Process","year":2021,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Garbage; Aeration; Organic matter; Microbial population biology; Process (computing); Decomposition; Garbage collection; Process engineering; Pulp and paper industry; Environmental science; Biochemical engineering; Waste management; Computer science; Ecology; Biology; Engineering; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002769307,0.00004724,0.00007746089,0.000007225968,0.0001992907,0.00001434293,0.0001033812,0.00003611927,0.00004429886],"category_scores_gemma":[0.00002033021,0.00001741682,0.0000200132,0.0001169338,0.00009043303,0.00001869709,0.0001329807,0.0001025315,3.433314e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002701098,"about_ca_system_score_gemma":0.000005983165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009922753,"about_ca_topic_score_gemma":0.0006733109,"domain_scores_codex":[0.9991749,0.0004107362,0.00009082592,0.00009981934,0.0001051311,0.0001186013],"domain_scores_gemma":[0.999749,0.0001321971,0.00002447912,0.00006210337,0.00001303604,0.0000191799],"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":[0.00001233678,0.0001976757,0.01534502,0.000003512063,0.000002131336,0.000001816033,0.000164384,0.000002197784,0.9528599,0.00005017961,0.0000038563,0.03135699],"study_design_scores_gemma":[0.0001088071,0.0001849956,0.3660627,0.00004625523,0.000001750756,0.000005973093,0.0001864477,0.00004212005,0.6267804,0.0003688774,0.006158638,0.00005300205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990079,0.00003756272,0.000001128708,0.0005379328,0.000008115279,0.00004980211,0.000008181057,0.000007974024,0.0003413564],"genre_scores_gemma":[0.9992098,0.0002457694,0.00001071639,0.00001834712,0.00001933922,0.00001187633,0.00003696528,4.565634e-7,0.0004467704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3507177,"threshold_uncertainty_score":0.1532803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510552849236433,"score_gpt":0.271210820478354,"score_spread":0.2261052919859897,"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."}}