{"id":"W4410629122","doi":"10.1515/geo-2025-0779","title":"Simulation of seismic hazard parameters and earthquakes source mechanisms along the Red Sea rift, western Saudi Arabia","year":2025,"lang":"en","type":"article","venue":"Open Geosciences","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Research Institute of Astronomy and Geophysics; King Saud University","keywords":"Seismology; Geology; Rift; Seismic hazard; Hazard; Tectonics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008368806,0.0001368014,0.0002369523,0.00007894564,0.0005899871,0.0002756476,0.0005957099,0.00003821078,0.0001177392],"category_scores_gemma":[0.0001566557,0.00008555483,0.00004442452,0.0004644657,0.0004331048,0.0003653385,0.0001046405,0.00009607394,0.00001710766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001903572,"about_ca_system_score_gemma":0.00007421192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01199726,"about_ca_topic_score_gemma":0.02720608,"domain_scores_codex":[0.9987115,0.0001259539,0.000257079,0.0003513452,0.0002797963,0.0002742911],"domain_scores_gemma":[0.9987671,0.0007697319,0.0001350418,0.0002340295,0.00004422728,0.00004989939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003885497,0.00001092927,0.8079604,0.00001932214,0.00003253092,0.000001878565,0.0006334019,0.06700166,0.00001820887,0.0001020096,0.0001013563,0.1240794],"study_design_scores_gemma":[0.0002354681,0.00015046,0.8987181,0.00006709896,0.00002926685,0.000002512636,0.001050229,0.09239686,0.0002219565,0.003331567,0.003659424,0.0001371015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885886,0.0007351258,0.003524816,0.001511759,0.0002624904,0.0004006353,0.00002832643,0.0000211909,0.004927021],"genre_scores_gemma":[0.9972785,0.00009343309,0.0007457404,0.0004976658,0.00001027189,0.000003083702,0.00000749507,0.000001743419,0.00136206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1239423,"threshold_uncertainty_score":0.9945819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333286231941019,"score_gpt":0.2539738598796779,"score_spread":0.2306409975602677,"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."}}