{"id":"W4322217109","doi":"10.15294/km.v1i3.98","title":"MANAJEMEN DAN PENGURANGAN RISIKO BENCANA MELALUI PENGEMBANGAN DESA TANGGUH BENCANA (DESTANA)","year":2023,"lang":"id","type":"article","venue":"Bookchapter Kesehatan Masyarakat Universitas Negeri Semarang","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Gynecology; Medicine","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008930522,0.00131869,0.001097257,0.0003631838,0.001518456,0.0005479761,0.001973898,0.0004984823,0.005210002],"category_scores_gemma":[0.00004991722,0.0007998822,0.0006582204,0.002254857,0.0003309095,0.001330594,0.00133171,0.0006675374,0.002700412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681837,"about_ca_system_score_gemma":0.00006592894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009026543,"about_ca_topic_score_gemma":0.003302479,"domain_scores_codex":[0.9931226,0.0004224787,0.0008797108,0.001930165,0.001516343,0.002128701],"domain_scores_gemma":[0.9973872,0.000268977,0.0005152149,0.0005479766,0.0003507847,0.000929829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001834639,0.001512764,0.1315851,0.001627374,0.004075048,0.008428105,0.01055213,0.0001474142,0.07822943,0.07473505,0.5319334,0.1553396],"study_design_scores_gemma":[0.001818758,0.001026755,0.6120316,0.0005009369,0.0006823003,0.00002091066,0.03892229,0.0001739691,0.0007310209,0.0003711019,0.3408949,0.002825476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917556,0.00114831,0.000006078937,0.004870823,0.001232573,0.00235557,0.0002683518,0.0008297224,0.07173254],"genre_scores_gemma":[0.905126,0.001684593,0.0001143528,0.0003585932,0.0005179173,0.00002905258,0.002146829,0.00003613362,0.08998649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804465,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191712159102469,"score_gpt":0.2000769164506541,"score_spread":0.1809057005404072,"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."}}