{"id":"W4389885910","doi":"10.26740/jggp.v21n2.p157-170","title":"FLOOD DISASTER PREPAREDNESS STUDY IN BANJAR CITY, WEST JAVA","year":2023,"lang":"en","type":"article","venue":"JURNAL GEOGRAFI Geografi dan Pengajarannya","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Emergency management; Preparedness; Vulnerability (computing); Agency (philosophy); Documentation; Government (linguistics); Geography; Data collection; Respondent; Environmental planning; Hazard; Pie chart; Business; Environmental resource management; Political science; Computer security; Computer science; Environmental science; Sociology; Statistics","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":[0.0002575289,0.0001697336,0.0002372158,0.0005977793,0.001240249,0.0007171308,0.0002595346,0.0002952582,0.002286894],"category_scores_gemma":[0.000447662,0.000197675,0.0001792594,0.0007087482,0.0004245694,0.0003839545,0.0005663154,0.0004636567,0.0002089781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006564529,"about_ca_system_score_gemma":0.001111635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632982,"about_ca_topic_score_gemma":0.04468591,"domain_scores_codex":[0.9998517,0.00003490918,0.00001508756,0.00001790154,0.00002675546,0.00005360804],"domain_scores_gemma":[0.9996178,0.00006295503,0.0001022673,0.00001530741,0.00005468882,0.0001470095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003043187,0.002593667,0.8074341,0.0006397598,0.00006661975,0.01456536,0.1220315,0.0003090612,0.009131834,0.0006920632,0.00361937,0.0386124],"study_design_scores_gemma":[0.00001961858,0.0004483637,0.8200756,0.00005884847,0.00002592195,0.00186606,0.1719992,0.0001625026,0.0003948468,0.0001005387,0.004825971,0.00002254117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989461,0.00004231522,0.00002464137,0.0001112608,0.000003670579,0.00001908805,0.00004324015,0.000001595271,0.000808057],"genre_scores_gemma":[0.9985688,0.0002213844,0.00009626081,0.000114226,0.000007396042,0.00003522859,0.00007633493,0.000001985783,0.0008784056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632982,"threshold_uncertainty_score":0.03246957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563438300655987,"score_gpt":0.2871938276020195,"score_spread":0.2615594445954597,"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."}}