{"id":"W4385628625","doi":"10.1016/j.fuel.2023.129327","title":"Experimental evaluation of the impact of induced fractures on cyclic solvent injection performance in low-permeability hydrocarbon reservoirs","year":2023,"lang":"en","type":"article","venue":"Fuel","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Shell","keywords":"Hydraulic fracturing; Petroleum engineering; Permeability (electromagnetism); Spark plug; Well stimulation; Relative permeability; Viscous fingering; Geology; Materials science; Geotechnical engineering; Petroleum; Chemistry; Reservoir engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006048016,0.0001136854,0.0001744758,0.0001977713,0.00002974061,0.000005661433,0.0001481255,0.00008928883,0.00004082821],"category_scores_gemma":[0.00008990154,0.00007665899,0.0001549301,0.0005794306,0.00002635196,0.00007089764,0.00003297936,0.0001978323,0.000006617641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256967,"about_ca_system_score_gemma":0.0000362363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005155838,"about_ca_topic_score_gemma":0.00006987261,"domain_scores_codex":[0.9988881,0.0001002156,0.0002677207,0.0001336064,0.0004505219,0.0001598194],"domain_scores_gemma":[0.9994801,0.000042862,0.00006201253,0.0003510226,0.00003678658,0.00002724312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002760378,0.00006838934,0.01401758,0.0000679212,0.00004502626,1.415678e-7,0.0009908483,0.9476285,0.03673216,3.097353e-7,0.00002692868,0.0003946007],"study_design_scores_gemma":[0.0002050531,0.00008454403,0.4773123,0.00006678743,0.00001155852,1.78435e-7,0.00008956414,0.387605,0.1345307,0.00004467054,0.000001111707,0.00004845159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980984,0.00009966691,0.0000027316,0.00001630515,0.000142299,0.0001881257,0.000002721307,0.00004781761,0.001401894],"genre_scores_gemma":[0.9998915,0.00001193877,0.000001316996,0.000002839273,0.00003410819,0.00002885008,0.000007474774,0.00001415838,0.000007866276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5600235,"threshold_uncertainty_score":0.3126063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228328802202583,"score_gpt":0.3025505083801838,"score_spread":0.2797176281599255,"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."}}