{"id":"W7058040912","doi":"","title":"Modeling of fluid injection-related processes in hydrocarbon reservoirs in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Permeability (electromagnetism); Pore water pressure; Fluid dynamics; Sedimentary rock; Fluid pressure; Geomechanics; Petroleum reservoir","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001225612,0.00063481,0.0003535992,0.0006257053,0.0009155122,0.001169328,0.000988725,0.0009569305,0.001777359],"category_scores_gemma":[0.000392419,0.0003787634,0.0004927759,0.000815213,0.0006649677,0.0003108922,0.0005582575,0.0004062839,0.0001277202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007294269,"about_ca_system_score_gemma":0.009342125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.910434,"about_ca_topic_score_gemma":0.871392,"domain_scores_codex":[0.9999026,0.000008220585,0.000005211939,0.00002004387,0.00002945202,0.00003438092],"domain_scores_gemma":[0.9998717,0.00003194635,0.0000170114,0.000004107409,0.00005671314,0.00001836867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002424487,0.00002462541,0.005071791,0.00001755788,0.000008899317,0.00009765905,0.000034555,0.9914562,0.0009931338,0.0005979675,0.0001457188,0.001527714],"study_design_scores_gemma":[0.000007313929,0.000007722765,0.002212741,0.000003476318,0.000005099483,0.000006982688,0.00005915202,0.9970874,0.0002165082,0.00008548603,0.0003017439,0.000006341569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711543,0.0003350803,0.01142236,0.0002794813,0.00002863122,0.0000754687,0.001379484,0.0001939547,0.01513128],"genre_scores_gemma":[0.9911296,0.0002519698,0.003114349,0.00002563189,0.000003858898,0.00002909136,0.0004955071,0.00001965123,0.004930237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08956599,"threshold_uncertainty_score":0.1801869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372262313196346,"score_gpt":0.2698735151534549,"score_spread":0.2326472838338203,"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."}}