{"id":"W4381621757","doi":"10.31315/psb.v4i1.8904","title":"Pengembangan Model Desain Rumah Bantuan bagi Keluarga Terdampak Bencana Angin Siklon di Indonesia","year":2023,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Physics; Humanities; Geography; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005861995,0.001773584,0.001840251,0.002182358,0.005587431,0.0002662764,0.001750513,0.00168982,0.00002621261],"category_scores_gemma":[0.001264847,0.001870162,0.0007751354,0.003741102,0.0004272347,0.0008235454,0.001611966,0.004082466,0.0031082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046842,"about_ca_system_score_gemma":0.003267646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003848152,"about_ca_topic_score_gemma":0.0002398221,"domain_scores_codex":[0.9855557,0.001660109,0.003060149,0.002593476,0.002750971,0.004379573],"domain_scores_gemma":[0.9913502,0.002425387,0.001532636,0.001750327,0.0009208174,0.002020653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005885226,0.004052366,0.01994727,0.02485025,0.001235192,0.001426323,0.03653049,0.008600573,0.5845494,0.04524487,0.2155612,0.05211679],"study_design_scores_gemma":[0.01744443,0.00527463,0.1420828,0.03202361,0.002175135,0.0001625085,0.02826896,0.4074045,0.220209,0.01214939,0.1202328,0.01257226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724212,0.002726029,0.000608999,0.01102622,0.003843956,0.006261928,0.00100794,0.001713907,0.0003898006],"genre_scores_gemma":[0.9628783,0.002127769,0.002879485,0.002297893,0.002474976,0.0007039013,0.001943262,0.000582236,0.02411211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3988039,"threshold_uncertainty_score":0.9996062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820933614182834,"score_gpt":0.3738234969690149,"score_spread":0.3056141608271866,"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."}}