{"id":"W4415705812","doi":"10.52005/abdinusa.v5i3.601","title":"DISEMINASI PEDOMAN DESA TANGGUH BENCANA DI NUSA TENGGARA BARAT","year":2025,"lang":"","type":"article","venue":"Jurnal Abdi Nusa","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Governor; Local government; Government (linguistics); Preparedness; Dissemination; Strategic planning; Contingency plan; Position (finance)","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"],"consensus_categories":[],"category_scores_codex":[0.0008143439,0.0006442105,0.0006829701,0.0004300992,0.002165384,0.001069133,0.00209272,0.0003395177,0.0003958558],"category_scores_gemma":[0.0002784185,0.0005806018,0.0005085872,0.00217822,0.001358574,0.001068493,0.0006643325,0.0006727719,0.0003271181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420594,"about_ca_system_score_gemma":0.0005123215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008224373,"about_ca_topic_score_gemma":0.002267385,"domain_scores_codex":[0.9946286,0.0003955549,0.0009358582,0.001072885,0.001448647,0.001518438],"domain_scores_gemma":[0.9977764,0.0002626523,0.0003924718,0.0006996091,0.0002966704,0.0005722304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000242712,0.001802862,0.6209488,0.00049713,0.0004785201,0.0002315128,0.0144189,0.00006614521,0.0003250674,0.09804418,0.0986781,0.1642661],"study_design_scores_gemma":[0.001220022,0.0002721812,0.6201988,0.0007605244,0.0005553672,0.000002070698,0.0130716,0.0005541962,0.0001286358,0.001599901,0.3605998,0.001036896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.639625,0.001422059,0.0002352404,0.004820862,0.003561039,0.0007291756,0.00002411574,0.00009481395,0.3494878],"genre_scores_gemma":[0.9318703,0.001427878,0.00003377373,0.0009521722,0.0009006194,0.00003477361,0.00001033258,0.0000300699,0.06474008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2922454,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009020380460053228,"score_gpt":0.2950838875661326,"score_spread":0.2860635071060794,"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."}}