{"id":"W4388302970","doi":"10.24843/jrs.2023.v10.i02.p05","title":"","year":2023,"lang":"en","type":"article","venue":"RUANG-SPACE Jurnal Lingkungan Binaan (Space Journal of the Built Environment)","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Volcano; Lahar; Geography; Humanities; Medical emergency; Medicine; Geology; Art; Seismology; Pyroclastic rock","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"],"consensus_categories":[],"category_scores_codex":[0.009470755,0.000893146,0.001392712,0.001023513,0.004461912,0.00008285452,0.002564346,0.0005676884,0.0001591521],"category_scores_gemma":[0.001830623,0.0006340555,0.001133384,0.001795099,0.0004293689,0.0008814463,0.001656831,0.004551294,0.0006797899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193854,"about_ca_system_score_gemma":0.001213171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002587761,"about_ca_topic_score_gemma":0.0001988768,"domain_scores_codex":[0.986695,0.003218593,0.003332459,0.0007397381,0.003348149,0.00266609],"domain_scores_gemma":[0.9889167,0.002482989,0.005146109,0.001632255,0.0003642776,0.001457692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004130822,0.0009965731,0.7740031,0.001390656,0.001070473,0.000581021,0.01405479,0.07309809,0.02317469,0.007043015,0.09791447,0.002542244],"study_design_scores_gemma":[0.005634621,0.0009554459,0.7985266,0.001509169,0.0004120747,0.0001482511,0.0104396,0.001208486,0.0009407706,0.002460521,0.177014,0.0007504757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586124,0.0009462808,0.001028188,0.1332914,0.003793352,0.001733554,0.00004859782,0.0001269718,0.0004192466],"genre_scores_gemma":[0.9715632,0.004602893,0.001519788,0.004249525,0.002914432,0.00007986922,0.00001558202,0.0001972345,0.01485749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290419,"threshold_uncertainty_score":0.9996111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724590489380241,"score_gpt":0.3694202134183858,"score_spread":0.3221743085245834,"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."}}