{"id":"W3090926270","doi":"10.31849/dinamisia.v4i3.4342","title":"Pengolahan Sampah Rumah Tangga Menjadi Kompos di Kelurahan Tuah Madani Kecamatan Tampan Kota Pekanbaru","year":2020,"lang":"en","type":"article","venue":"Dinamisia Jurnal Pengabdian Kepada Masyarakat","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Garbage; Compost; Business; Household waste; Service (business); Community service; Knowledge transfer; Operations management; Engineering; Waste management; Public relations; Computer science; Marketing; Knowledge management; Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006650535,0.0008960687,0.0008162513,0.0001717875,0.0008936803,0.0005848638,0.001818403,0.0002483608,0.004948224],"category_scores_gemma":[0.0001408859,0.0008382778,0.0004442892,0.001021788,0.0003706511,0.001122883,0.001164946,0.001036344,0.003589304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619944,"about_ca_system_score_gemma":0.00004528809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004048356,"about_ca_topic_score_gemma":0.0002832346,"domain_scores_codex":[0.9943406,0.0003004283,0.000983648,0.001438292,0.0014149,0.001522106],"domain_scores_gemma":[0.9971797,0.0001442721,0.000440897,0.0008940324,0.00003121023,0.001309926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001499509,0.00152956,0.434328,0.000875168,0.0009127824,0.003614168,0.01572337,0.01234991,0.211095,0.004105763,0.26151,0.05245668],"study_design_scores_gemma":[0.007138832,0.001713631,0.3302109,0.0004496186,0.0005691822,0.0003320725,0.009682482,0.04139307,0.01113766,0.001418394,0.5901442,0.005810028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011852,0.0003449611,0.00132944,0.007683885,0.0007932546,0.001330341,0.00008016196,0.0004606817,0.08679207],"genre_scores_gemma":[0.9919757,0.0001508277,0.0009359972,0.002369883,0.0005848803,0.00004500464,0.0001145465,0.0001614157,0.003661795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286341,"threshold_uncertainty_score":0.9994068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534598073643201,"score_gpt":0.2048361785419307,"score_spread":0.1894901978054987,"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."}}