{"id":"W4408432717","doi":"10.5194/egusphere-egu25-11423","title":"Investigation of fluid-flow and mineral carbonation reaction processes in vesicular basalt by computed x-ray tomography","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mira Geoscience (Canada)","funders":"","keywords":"Carbonation; Basalt; X-ray; Tomography; Computed tomography; Mineral; Geology; Mineralogy; Flow (mathematics); Fluid dynamics; Materials science; Geochemistry; Mechanics; Physics; Metallurgy; Composite material; Medicine; Radiology; Optics","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":[0.0001200468,0.0001781603,0.0001578159,0.0004506226,0.000217307,0.0007716686,0.0002241292,0.0002868163,0.0007900033],"category_scores_gemma":[0.0003117072,0.0001681101,0.0001079629,0.000372884,0.0004002593,0.0004265401,0.0002043985,0.0002409749,0.0001418737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410309,"about_ca_system_score_gemma":0.0003587479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00305055,"about_ca_topic_score_gemma":0.00216232,"domain_scores_codex":[0.9999284,0.000004432022,0.000003896198,0.00002146079,0.00002632474,0.00001547198],"domain_scores_gemma":[0.9998902,0.00002459176,0.00002816298,0.00001210149,0.00002863034,0.00001630962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001256036,0.00004365935,0.01167552,0.00006444268,0.00001386401,0.0003724621,0.0001459838,0.007659584,0.9760808,0.001163519,0.0001018892,0.002552715],"study_design_scores_gemma":[0.00003465992,0.0001367761,0.1328199,0.0000301723,0.00003025185,0.0008822038,0.0005438125,0.1594239,0.7030448,0.0006425757,0.00236845,0.00004239508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949731,0.0001483194,0.003478796,0.00002764023,0.000002408494,0.00001256564,0.000381859,0.00006943923,0.0009059949],"genre_scores_gemma":[0.996182,0.0001155653,0.002925623,0.000006025158,0.000001364568,0.000007615069,0.0003045152,0.00001985577,0.0004376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00305055,"threshold_uncertainty_score":0.006065547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018657412811343,"score_gpt":0.2096104238230837,"score_spread":0.1994238496949703,"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."}}