{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004870006,0.0003597068,0.0003363688,0.0004655673,0.0008023691,0.002718827,0.0003286754,0.0004798204,0.01172165],"category_scores_gemma":[0.0003854402,0.0002031014,0.0004097588,0.0009517727,0.0002585452,0.0011392,0.0008163709,0.000902166,0.002709351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403536,"about_ca_system_score_gemma":0.001346516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008366616,"about_ca_topic_score_gemma":0.02458912,"domain_scores_codex":[0.9996716,0.00005689555,0.00001606332,0.00007732939,0.0001288152,0.00004934114],"domain_scores_gemma":[0.999774,0.00004803458,0.00003601084,0.0000200722,0.00008607344,0.00003585841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002395066,0.002543027,0.1275346,0.003615543,0.0003014498,0.001575948,0.008807681,0.006466685,0.08516744,0.01892966,0.02696436,0.7156987],"study_design_scores_gemma":[0.0001126241,0.00203067,0.4460166,0.0008080238,0.0003902615,0.0008846225,0.01358514,0.002520328,0.08127891,0.00453,0.4477305,0.0001123575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7824211,0.01020566,0.004047758,0.001688322,0.000275685,0.0001980604,0.002291789,0.0001876345,0.198684],"genre_scores_gemma":[0.8297869,0.006616442,0.004033881,0.0002961054,0.00005094879,0.0001271484,0.001206374,0.0001146095,0.1577676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172165,"threshold_uncertainty_score":0.03921282,"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."}}