{"id":"W7162324203","doi":"10.3997/2214-4609.2025101310","title":"Estimating Injection-Induced Vp Changes using Cross-Well Seismic Full-Waveform Inversion at the Aquistore CO2 Storage Site, Canada","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Petroleum Technology Research Centre; Geological Survey of Canada","funders":"","keywords":"Inversion (geology); Inverse theory; Seismic inversion; Global Positioning System","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001929976,0.0004756541,0.0002199878,0.0009271385,0.0005978645,0.0005624137,0.0005559434,0.000319168,0.000881305],"category_scores_gemma":[0.0005177327,0.0002057883,0.0002049256,0.001340323,0.0002964861,0.0002953055,0.0003068182,0.0003963327,0.000171336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004626248,"about_ca_system_score_gemma":0.006142812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9014577,"about_ca_topic_score_gemma":0.9623597,"domain_scores_codex":[0.9998046,0.00000576306,0.000006593946,0.0000399303,0.00008310689,0.00006018903],"domain_scores_gemma":[0.9995505,0.00002769234,0.00002882837,0.00001659171,0.0003309543,0.00004538697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006231677,0.0003469852,0.7086681,0.0001089948,0.0002093264,0.000849486,0.001259629,0.0500955,0.1525311,0.0006033627,0.004503571,0.08020082],"study_design_scores_gemma":[0.00003702676,0.00007736006,0.836473,0.00001937252,0.00005868922,0.00008563386,0.001555396,0.1294592,0.02937276,0.00009674186,0.002698893,0.00006589449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939709,0.00003776787,0.001506878,0.0000537203,0.000007719446,0.00002204475,0.001656646,0.000112828,0.002631603],"genre_scores_gemma":[0.9949955,0.00004633853,0.00220204,0.00001838484,0.000001896096,0.0000107294,0.001570189,0.00002336469,0.001131572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09854227,"threshold_uncertainty_score":0.1982452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811178983310071,"score_gpt":0.2430999586651666,"score_spread":0.2249881688320658,"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."}}