{"id":"W2801776647","doi":"10.7939/r32v2cm9t","title":"Feasibility Study of Centrifuge Modeling of SAGD Caprock Integrity","year":2016,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Caprock; Centrifuge; Geology; Petroleum engineering; Mining engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000833309,0.00008337756,0.0002098097,0.00003784925,0.00003874876,0.000001369983,0.0003237481,0.00006755613,0.003389337],"category_scores_gemma":[0.00001790546,0.00006224329,0.00006695036,0.0001719201,0.0001458706,0.0004184605,0.0003400569,0.00008595721,0.00002132274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002470598,"about_ca_system_score_gemma":0.00001842375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005730737,"about_ca_topic_score_gemma":0.0002235811,"domain_scores_codex":[0.9992297,0.00008924735,0.0001812609,0.0002116221,0.0001659088,0.0001222547],"domain_scores_gemma":[0.9993941,0.00009815126,0.0001409358,0.0002855567,0.000007767119,0.00007344598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004928307,0.001791937,0.9750656,0.00005365188,0.00009437914,0.000004952235,0.01210826,0.003471867,0.005268575,0.0003578114,0.0004300935,0.000860071],"study_design_scores_gemma":[0.0392612,0.008054903,0.6715606,0.001455509,0.001166573,0.00001448258,0.08052792,0.09724112,0.06844674,0.02163573,0.007290713,0.003344554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822421,0.00001746173,0.0001215966,0.0001175424,0.00002764968,0.0002054952,0.000005782396,0.000007911132,0.01725447],"genre_scores_gemma":[0.9968908,0.00003337859,0.0004342455,0.000005939468,0.000003248508,3.952363e-8,0.000001794532,0.000005267814,0.002625256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.303505,"threshold_uncertainty_score":0.9975217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158427693122753,"score_gpt":0.190278357330104,"score_spread":0.1744355880178287,"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."}}