{"id":"W4408433516","doi":"10.5194/egusphere-egu25-10194","title":"Quantification of the probability of induced seismicity associated with large-scale underground hydrogen storage in Dutch salt formations","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"DSM (Canada)","funders":"","keywords":"Induced seismicity; Scale (ratio); Salt (chemistry); Hydrogen storage; Geology; Environmental science; Seismology; Mining engineering; Hydrogen; Chemistry; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004279726,0.0002747487,0.0002768974,0.0003487176,0.0001502836,0.0004461086,0.0005767308,0.0005319166,0.0007577192],"category_scores_gemma":[0.002163899,0.0001995886,0.0003979364,0.0005001101,0.0003903742,0.0004135843,0.0005348065,0.0002406385,0.00006093757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009539425,"about_ca_system_score_gemma":0.0007993672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0602803,"about_ca_topic_score_gemma":0.04083118,"domain_scores_codex":[0.9998042,0.0000460459,0.00001940402,0.0000438341,0.00004007862,0.00004650132],"domain_scores_gemma":[0.9989126,0.0005838166,0.0002790959,0.00006897852,0.00007420427,0.00008137024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008494624,0.00002948651,0.08540998,0.00003340113,0.00005592852,0.0001568177,0.00004832148,0.9096054,0.001663712,0.0008003156,0.0001304098,0.001981293],"study_design_scores_gemma":[0.00001195965,0.00003101334,0.03525471,0.000006009412,0.00001453928,0.0000259072,0.00007903537,0.9632509,0.0008542658,0.0002816985,0.0001764137,0.00001347755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949731,0.00003149196,0.003667614,0.00004348841,0.000002162682,0.00001410515,0.0006252736,0.0000309942,0.0006119322],"genre_scores_gemma":[0.9987463,0.00003212502,0.0006490355,0.000003077308,0.000001287259,0.000008700321,0.000424129,0.000003777501,0.0001315426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0602803,"threshold_uncertainty_score":0.1198589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887348301193298,"score_gpt":0.2411753793822969,"score_spread":0.212301896370364,"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."}}