{"id":"W4412989958","doi":"10.56952/arma-2025-0791","title":"Laboratory Ultrasonic Measurements on Cambrian Sands: Implications for Seismic Monitoring in Deep CO2 Sequestration Projects","year":2025,"lang":"en","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":"North American Construction Group (Canada)","funders":"","keywords":"Geology; Carbon sequestration; Ultrasonic sensor; Mining engineering; Seismology; Petroleum engineering; Acoustics; Carbon dioxide; Ecology","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":[0.0006034335,0.0002474031,0.0001193534,0.0005169962,0.0003792307,0.0004550679,0.0005651424,0.0003951256,0.001389716],"category_scores_gemma":[0.001048219,0.0001181213,0.00005428968,0.0007306266,0.0005235117,0.0003394312,0.0003740694,0.0002755012,0.000222626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006567952,"about_ca_system_score_gemma":0.0006485741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02010432,"about_ca_topic_score_gemma":0.05454642,"domain_scores_codex":[0.9998206,0.00003835049,0.00001427167,0.00002883121,0.00006457364,0.00003332304],"domain_scores_gemma":[0.9994615,0.0001418305,0.00007416168,0.00003807459,0.0002312774,0.00005330495],"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":[0.0003033062,0.000146574,0.1532916,0.0001320818,0.00001457148,0.0002499259,0.0004472858,0.002106543,0.8099591,0.0003985895,0.000484135,0.03246636],"study_design_scores_gemma":[0.00005670414,0.000601902,0.5713302,0.00007322855,0.00004293298,0.0003264202,0.002763864,0.01122109,0.4096126,0.0005312227,0.003402045,0.00003781062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906108,0.0003484137,0.004346174,0.0003575367,0.00001517341,0.00004749481,0.0004589884,0.00008251247,0.003732921],"genre_scores_gemma":[0.9950646,0.0002150231,0.003982152,0.00004565862,0.00000744181,0.00002896006,0.0002032335,0.000005383069,0.0004475619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02010432,"threshold_uncertainty_score":0.03997457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140737475555488,"score_gpt":0.2825076584857594,"score_spread":0.2411002837302045,"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."}}