{"id":"W2422893801","doi":"","title":"Geothermal Energy Extraction From Decommissioned Petroleum Wells","year":2014,"lang":"en","type":"article","venue":"Qatar University QSpace (Qatar University)","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Extraction (chemistry); Geology; Petroleum; Geothermal gradient; Geothermal energy; Energy source; Petroleum engineering; Mining engineering; Environmental science; Earth science; Hydrology (agriculture); Geotechnical engineering; Geophysics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001327089,0.0002716566,0.0002762006,0.0005077992,0.0002506502,0.0000350025,0.0004963384,0.0002192682,0.0004826687],"category_scores_gemma":[0.00002511748,0.000355566,0.0001440657,0.0004563458,0.00005345239,0.0006278519,0.0001089259,0.0002914219,0.00008973983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132185,"about_ca_system_score_gemma":0.00002780064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306794,"about_ca_topic_score_gemma":0.000215534,"domain_scores_codex":[0.9987522,0.0001865072,0.0001139873,0.0003567743,0.0002267345,0.0003637942],"domain_scores_gemma":[0.9988452,0.0002386992,0.0000554089,0.0005125184,0.00005665776,0.0002915381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001128155,0.00003762951,0.001232524,0.00002322544,0.0001295459,0.0001011607,0.0001607546,0.9856349,0.003378632,0.003278671,0.004047035,0.001863094],"study_design_scores_gemma":[0.001049609,0.00002775926,0.001923343,0.00002269524,0.00005576392,0.000001490583,0.0004337991,0.2646831,0.001291328,0.00004256038,0.7301263,0.000342279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3933413,0.00005986801,0.5730234,0.000277993,0.0005364285,0.00007217673,0.00007728062,0.0009243095,0.03168716],"genre_scores_gemma":[0.9529602,0.0002803214,0.01972902,0.00003397747,0.0002094807,8.3148e-8,0.0001602961,0.00006614535,0.02656047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7260792,"threshold_uncertainty_score":0.9998896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006905872091678762,"score_gpt":0.185147981011233,"score_spread":0.1782421089195543,"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."}}