{"id":"W3014960655","doi":"10.24198/kumawula.v3i1.24820","title":"PENINGKATAN SENSITIVITAS KEPEMIMPINAN LOKAL DALAM PENGELOLAAN SUNGAI CITARUM MELALUI TEKNIK PARTICIPATORY RURAL APPRAISAL (PRA) DI DESA RANCAMANYAR","year":2020,"lang":"id","type":"article","venue":"Kumawula Jurnal Pengabdian Kepada Masyarakat","topic":"Local Governance and Development","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01385917,0.001180917,0.001209364,0.001756377,0.002697557,0.007491978,0.001662137,0.001844657,0.03579512],"category_scores_gemma":[0.02007961,0.0006430605,0.001508392,0.001540358,0.003080319,0.004304503,0.005577013,0.003327807,0.006944868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004037594,"about_ca_system_score_gemma":0.01098909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733539,"about_ca_topic_score_gemma":0.007906921,"domain_scores_codex":[0.9821148,0.009538916,0.000929851,0.001750437,0.004749225,0.0009167502],"domain_scores_gemma":[0.9841961,0.006299136,0.001498648,0.001494283,0.005413256,0.001098611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001383801,0.001017043,0.0242626,0.01509916,0.0005092698,0.001664013,0.04956022,0.002004438,0.06858026,0.07692114,0.05658923,0.7024088],"study_design_scores_gemma":[0.0002115057,0.002208696,0.04284671,0.005341323,0.0005924833,0.001460222,0.05339948,0.002067497,0.0361761,0.04924686,0.806101,0.0003481869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1908481,0.02331018,0.1480248,0.0559107,0.003823993,0.009533243,0.002971812,0.001669319,0.5639079],"genre_scores_gemma":[0.6955765,0.01702131,0.1139256,0.009063811,0.0006840474,0.005974666,0.001162731,0.0004705269,0.1561208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03579512,"threshold_uncertainty_score":0.1197466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967212924517305,"score_gpt":0.2942451656598343,"score_spread":0.2545730364146612,"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."}}