{"id":"W4409795219","doi":"10.2118/224194-ms","title":"CO2 Huff-n-Puff and Storage in Vaca Muerta Shale","year":2025,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Oil shale; Geology; Petroleum engineering; Paleontology","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":[0.0001726293,0.0001849469,0.0002429401,0.0003205762,0.0003065466,0.0002388528,0.0002187706,0.0002487063,0.0007605449],"category_scores_gemma":[0.000147649,0.00008229664,0.0001633176,0.0002274247,0.0002360136,0.0002889085,0.0002409287,0.0001870185,0.0001558685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004144354,"about_ca_system_score_gemma":0.0003192067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008810359,"about_ca_topic_score_gemma":0.01687268,"domain_scores_codex":[0.9999026,0.000006594341,0.000004653214,0.00002375588,0.00004102433,0.0000213651],"domain_scores_gemma":[0.9999269,0.000009558977,0.00001578917,0.000006938848,0.00003068113,0.00001025605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003402598,0.0000339873,0.007797271,0.0000827426,0.00001498672,0.000194946,0.00007141019,0.0005568897,0.9848183,0.00004039285,0.00004738187,0.00600152],"study_design_scores_gemma":[0.000007188685,0.0003617592,0.05268904,0.000009330767,0.00002066023,0.00009234747,0.0002179927,0.003537049,0.9419395,0.00002587504,0.00108711,0.00001219217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993383,0.0001470296,0.0001586101,0.00001244964,0.00000224182,0.000004017455,0.00007941694,0.000009755895,0.0002481364],"genre_scores_gemma":[0.9988953,0.0000958048,0.0002660899,0.000007808126,0.000001343687,0.000005974692,0.00007192837,0.000003845826,0.0006518685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008810359,"threshold_uncertainty_score":0.01751816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434641807105574,"score_gpt":0.2407084943487734,"score_spread":0.2263620762777177,"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."}}