{"id":"W3114646669","doi":"10.32832/abdidos.v3i2.323","title":"PENANGGULANGAN SAMPAH RUMAH TANGGA DAN POTENSI BAHAYA BANJIR DI LINGKUNGAN MASYARAKAT KAMPUNG CIASEUPAN DESA CIBITUNG KULON","year":2019,"lang":"id","type":"article","venue":"Abdi Dosen Jurnal Pengabdian Pada Masyarakat","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; Humanities; Geography; 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":[0.002539682,0.002255807,0.002088198,0.000738638,0.001803372,0.001552932,0.002822099,0.0009970819,0.002346379],"category_scores_gemma":[0.0002617288,0.002177739,0.001268669,0.001762669,0.0008347863,0.002078612,0.002149974,0.002943074,0.009899397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308199,"about_ca_system_score_gemma":0.0002272721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030361,"about_ca_topic_score_gemma":0.001315541,"domain_scores_codex":[0.9867918,0.001077944,0.002276018,0.0032111,0.002857828,0.003785262],"domain_scores_gemma":[0.9931885,0.0006757218,0.001423422,0.002736219,0.0001353627,0.001840745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001073439,0.001712003,0.5937656,0.00140167,0.00143065,0.004131965,0.005551957,0.007949844,0.3216548,0.001481662,0.01955064,0.04029575],"study_design_scores_gemma":[0.009979124,0.0023401,0.7087119,0.003600533,0.001908229,0.001055831,0.01186225,0.0165572,0.04980537,0.0006070732,0.1839142,0.009658135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599333,0.001834702,0.0002577491,0.002732574,0.005072017,0.002813195,0.0001095304,0.0003954491,0.02685149],"genre_scores_gemma":[0.9575599,0.000970569,0.0009279744,0.001669054,0.00137339,0.00003738021,0.0003176044,0.0004604944,0.03668362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2718494,"threshold_uncertainty_score":0.9994962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00986267300185748,"score_gpt":0.2120081448912076,"score_spread":0.2021454718893501,"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."}}