{"id":"W3191235606","doi":"10.25047/j-dinamika.v7i1.2982","title":"Pemberdayaan Masyarakat Dalam Pemanfaatan Limbah Rumah Tangga di Desa Kepuh Kecamatan Kertosono, Kabupaten Nganjuk","year":2022,"lang":"id","type":"article","venue":"J-Dinamika Jurnal Pengabdian Masyarakat","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Political science; Philosophy","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003259191,0.002205391,0.001922449,0.0009607271,0.005699164,0.001454422,0.004628298,0.0005363702,0.01923137],"category_scores_gemma":[0.0001745167,0.002330041,0.001339886,0.002565708,0.001117913,0.001875021,0.006387684,0.004148152,0.005457281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003335404,"about_ca_system_score_gemma":0.0002481706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006179474,"about_ca_topic_score_gemma":0.0005659032,"domain_scores_codex":[0.9847572,0.001793215,0.002463509,0.003292843,0.003779664,0.00391361],"domain_scores_gemma":[0.9934015,0.000459261,0.001624889,0.002696454,0.0000839999,0.001733928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003087919,0.007182539,0.7103195,0.001924719,0.002294146,0.01291669,0.01291209,0.02418426,0.05635313,0.008466247,0.1002277,0.06013107],"study_design_scores_gemma":[0.006993843,0.003264758,0.4762677,0.0006811276,0.001432898,0.001438046,0.01692706,0.01662187,0.003003408,0.001306797,0.4651825,0.006879964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754824,0.002786073,0.0002193731,0.004724138,0.006334174,0.002923613,0.0003762676,0.0005759228,0.1065781],"genre_scores_gemma":[0.8722692,0.0009467903,0.0004395058,0.0007053216,0.001267112,0.0002457748,0.0003564304,0.0004542262,0.1233157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3649549,"threshold_uncertainty_score":0.9995822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266221598529358,"score_gpt":0.2163566834487057,"score_spread":0.2036944674634122,"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."}}