{"id":"W4402075979","doi":"10.23960/snip.v4i1.563","title":"Pemanfaatan Energi Baru Terbarukan (EBT) berbasis Biogas di Provinsi Lampung (Studi Kasus : KWT Sekar Kantil Desa Astomulyo, Punggur)","year":2024,"lang":"id","type":"article","venue":"Seminar Nasional Insinyur Profesional (SNIP)","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Universitas Lampung","keywords":"Biogas; Physics; Waste management; Engineering","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001012548,0.001734451,0.001308186,0.00264731,0.001039424,0.000376642,0.001207014,0.00140401,0.0001501993],"category_scores_gemma":[0.0005544379,0.001713088,0.000705603,0.00464764,0.0005681685,0.0008652737,0.000939737,0.003206833,0.001017666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000819854,"about_ca_system_score_gemma":0.0008619813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008550609,"about_ca_topic_score_gemma":0.00008193939,"domain_scores_codex":[0.9923634,0.0001979289,0.001848845,0.001944122,0.001678322,0.00196739],"domain_scores_gemma":[0.9962373,0.0009690119,0.0002500593,0.001364553,0.0006561216,0.0005229663],"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":[0.0004058177,0.002273854,0.005931053,0.005974206,0.004091961,0.005624487,0.00240845,0.008108842,0.4295352,0.3274958,0.1856419,0.02250855],"study_design_scores_gemma":[0.002651812,0.00118192,0.02628371,0.01413598,0.001415713,0.002427394,0.001121626,0.05542543,0.1666119,0.002719556,0.7201585,0.005866461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209873,0.04336001,0.002024702,0.005297466,0.01300996,0.001988974,0.0009286869,0.005560745,0.006842147],"genre_scores_gemma":[0.9694614,0.002996155,0.00548637,0.0002850085,0.001857865,0.0003027788,0.0008626109,0.0005505641,0.01819729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5345166,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142359470513806,"score_gpt":0.2421810281478902,"score_spread":0.2307574334427522,"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."}}