{"id":"W2936412083","doi":"10.32832/abdidos.v2i2.173","title":"PEMBERDAYAAN MASYARAKAT, KARANG TARUNA DAN DARMA WANITA DALAM MENGENTASKAN MASALAH SAMPAH DAN LIMBAH DI DESA PARUNG","year":2018,"lang":"id","type":"article","venue":"Abdi Dosen Jurnal Pengabdian Pada Masyarakat","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Political science; Art","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":[0.002304224,0.002318018,0.001776132,0.0006340367,0.003235494,0.001638412,0.00345134,0.0007937438,0.002582765],"category_scores_gemma":[0.0001909506,0.002284174,0.00100519,0.001844515,0.002413504,0.002369139,0.002682904,0.002432881,0.005701245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218267,"about_ca_system_score_gemma":0.0002075647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000791711,"about_ca_topic_score_gemma":0.003086685,"domain_scores_codex":[0.9863083,0.001301089,0.00242437,0.003090217,0.002892344,0.003983635],"domain_scores_gemma":[0.9932684,0.0004750846,0.001348499,0.002627678,0.0001495557,0.002130823],"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":[0.002085931,0.003819321,0.5742482,0.001375005,0.003058205,0.00487364,0.01765404,0.001128411,0.2433683,0.003166032,0.06807692,0.07714606],"study_design_scores_gemma":[0.007892282,0.003175518,0.445153,0.001684681,0.002195352,0.0007055187,0.01387151,0.006922743,0.04936051,0.0006254741,0.4608872,0.007526224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285602,0.001395482,0.0003908861,0.002288122,0.006878992,0.002353615,0.0001703714,0.0004258788,0.05753648],"genre_scores_gemma":[0.9717945,0.001356214,0.001165783,0.001141413,0.00326169,0.00007911934,0.0003401007,0.0004554754,0.02040573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928103,"threshold_uncertainty_score":0.9998686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641930694688814,"score_gpt":0.2399321120098151,"score_spread":0.223512805062927,"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."}}