{"id":"W4393451504","doi":"10.24036/abdi.v6i1.741","title":"Partisipasi Masyarakat dalam Mewujudkan Desa Tangguh Bencana di Desa Banyukuning Kecamatan Bandungan Kabupaten Semarang Jawa Tengah","year":2024,"lang":"id","type":"article","venue":"Abdi Jurnal Pengabdian dan Pemberdayaan Masyarakat","topic":"Local Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"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","research_integrity","insufficient_payload"],"category_scores_codex":[0.005146103,0.002371513,0.002275208,0.0008580245,0.003893497,0.003969663,0.003055434,0.001318484,0.001828511],"category_scores_gemma":[0.0009218979,0.002323201,0.001421946,0.003657009,0.001630154,0.003524722,0.001031069,0.003833344,0.002927561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752009,"about_ca_system_score_gemma":0.00312536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732555,"about_ca_topic_score_gemma":0.01110348,"domain_scores_codex":[0.9828765,0.002178482,0.002873617,0.00328485,0.004074109,0.00471244],"domain_scores_gemma":[0.9920606,0.001589,0.0009942561,0.001733027,0.0006765474,0.002946597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001547028,0.002354531,0.4643104,0.003210102,0.004346402,0.01095509,0.1026247,0.0004962256,0.004437676,0.1036539,0.1737421,0.1283219],"study_design_scores_gemma":[0.002786347,0.0007899458,0.4844498,0.004628316,0.001201851,0.0002874092,0.0127522,0.00129211,0.002786677,0.002110128,0.481903,0.005012238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8423033,0.01419291,0.0004973399,0.008681764,0.01002101,0.002871259,0.0004988346,0.00135066,0.1195829],"genre_scores_gemma":[0.9585418,0.003752252,0.0006196864,0.0009652436,0.003463702,0.0001877878,0.000334204,0.0004725137,0.03166285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3081609,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829401918061285,"score_gpt":0.2736566075958066,"score_spread":0.2553625884151937,"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."}}