{"id":"W2944323104","doi":"10.33007/ska.v15i2.551","title":"MODEL PELATIHAN PENANGGULANGAN BENCANA DALAM MENINGKATKAN KEMANDIRIAN MASYARAKAT (Studi Di Daerah Rawan Longsor Kawasan Cadas Pangeran Kabupaten Sumedang Propinsi Jawa Barat)","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Geography","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002523332,0.0006142874,0.00110921,0.0006583213,0.004099431,0.006734818,0.007725577,0.0002284199,0.002008243],"category_scores_gemma":[0.0004659933,0.0005279914,0.0003566545,0.0006375826,0.001087782,0.006410846,0.002155949,0.0005761287,0.00003408358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911008,"about_ca_system_score_gemma":0.0004616472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01412068,"about_ca_topic_score_gemma":0.02127257,"domain_scores_codex":[0.9943102,0.0005452158,0.001032999,0.0009875278,0.00192377,0.00120031],"domain_scores_gemma":[0.9958082,0.0001498665,0.001615904,0.001321577,0.0003702003,0.000734245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001437671,0.0002912689,0.9512507,0.0001275799,0.0003119613,0.0001507324,0.01049855,0.0003623386,0.004988738,0.001788976,0.01436428,0.01572108],"study_design_scores_gemma":[0.001008476,0.0000281409,0.9789066,0.000648945,0.0002279905,0.000003991435,0.002917693,0.001174962,0.00115092,0.003576057,0.009347814,0.001008398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593353,0.003102056,0.0002000386,0.001147963,0.001039166,0.001541008,0.00003532056,0.0001020493,0.1334971],"genre_scores_gemma":[0.984455,0.002553775,0.0001596035,0.0001251247,0.0004786282,0.00008343701,0.00002465269,0.00008263769,0.01203711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251197,"threshold_uncertainty_score":0.9997172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3418451628677568,"score_gpt":0.5744666355244142,"score_spread":0.2326214726566574,"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."}}