{"id":"W3215568199","doi":"10.37695/pkmcsr.v4i0.1239","title":"PERANCANGAN ULANG PROSES UNTUK MEREDUKSI WAKTU PROSES DAN MENINGKATKAN KAPASITAS PRODUKSI YANG LEBIH EFEKTIF AGAR DAPAT MENINGKATKAN PENDAPATAN PENGRAJ","year":2021,"lang":"id","type":"article","venue":"Prosiding Konferensi Nasional Pengabdian Kepada Masyarakat dan Corporate Social Responsibility (PKM-CSR)","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Horticulture; Art; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007122831,0.0009784362,0.0008406579,0.0009703033,0.0009999064,0.002708928,0.0004939651,0.0008700698,0.01967768],"category_scores_gemma":[0.0007614978,0.0003983055,0.0006603336,0.0007800738,0.0006948804,0.0010502,0.001233088,0.001394146,0.004537012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785538,"about_ca_system_score_gemma":0.001896322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003553039,"about_ca_topic_score_gemma":0.006422105,"domain_scores_codex":[0.9994092,0.0001320977,0.00004408865,0.0001021843,0.0002128073,0.00009966963],"domain_scores_gemma":[0.9994986,0.0001176921,0.00008258221,0.00005114743,0.0001718109,0.00007810008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003756772,0.001000267,0.01159496,0.006132744,0.0003139445,0.00281247,0.00268803,0.0007342513,0.5029474,0.00923842,0.01407942,0.4447013],"study_design_scores_gemma":[0.0001070082,0.002540019,0.02781211,0.001335975,0.0005775805,0.004659867,0.003551664,0.0006366684,0.3083714,0.003098453,0.6471832,0.000125955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6220615,0.1801133,0.02120444,0.007569919,0.002559456,0.0006704991,0.005305046,0.001112145,0.1594036],"genre_scores_gemma":[0.7224979,0.0612061,0.02472625,0.001868788,0.000309035,0.0005210076,0.003522748,0.0003716634,0.1849765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967768,"threshold_uncertainty_score":0.06582838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538722524134592,"score_gpt":0.2664410581238795,"score_spread":0.2110538328825336,"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."}}