{"id":"W4408428592","doi":"10.5194/egusphere-egu25-13606","title":"SubMachine ORFEUS integration: Web-based tools for exploring seismic tomography models","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":"University of Calgary","funders":"Agence Nationale de la Recherche","keywords":"Seismology; Geology; Web application; Tomography; Computer science; World Wide Web; Medicine; Radiology","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":[0.001473092,0.002489855,0.001292347,0.002411013,0.0006023087,0.002727656,0.003612241,0.001222001,0.05980266],"category_scores_gemma":[0.004533643,0.001089634,0.001901473,0.001489368,0.000681004,0.003882086,0.005448233,0.002080135,0.02586378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009115883,"about_ca_system_score_gemma":0.001105832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006227014,"about_ca_topic_score_gemma":0.008937092,"domain_scores_codex":[0.9992101,0.0001036784,0.00006754515,0.0001749822,0.0003660085,0.00007756722],"domain_scores_gemma":[0.9987822,0.0004811286,0.00007315927,0.0003194527,0.0001892467,0.0001548541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001178905,0.0003491804,0.004981846,0.001800008,0.0005006269,0.001546493,0.00146108,0.02802959,0.01854619,0.0233068,0.6993696,0.2189296],"study_design_scores_gemma":[0.0005554017,0.0001137574,0.005831864,0.0005068597,0.000095748,0.0006829231,0.000332655,0.2281255,0.02049118,0.0458963,0.6969339,0.000433898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004560759,0.0004341775,0.252391,0.0002668767,0.0001271676,0.0002809883,0.04398291,0.6838821,0.0140741],"genre_scores_gemma":[0.08881702,0.001116744,0.3987187,0.0007078302,0.0001532141,0.001964677,0.2410264,0.245057,0.0224385],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05980266,"threshold_uncertainty_score":0.2000598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091739254895974,"score_gpt":0.2588257496347503,"score_spread":0.1779083570857906,"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."}}