{"id":"W4407262209","doi":"10.1002/cjce.25630","title":"Supercritical water injection into unconventional reservoirs: A comprehensive flow model of an injection well connected to a reservoir","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Higher Education of the Russian Federation","keywords":"Wellhead; Petroleum engineering; Supercritical fluid; Enhanced oil recovery; Thermal; Steam injection; Water injection (oil production); Flow (mathematics); Thermal conductivity; Materials science; Injection well; Mechanics; Environmental science; Geology; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002199236,0.0004662441,0.000586894,0.0004468415,0.0008018937,0.001011942,0.0009504288,0.001719163,0.001612739],"category_scores_gemma":[0.000508226,0.0003805087,0.0006375336,0.0004700289,0.0009238101,0.0005953756,0.0005324942,0.0005936499,0.0001830724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148669,"about_ca_system_score_gemma":0.002201592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05494874,"about_ca_topic_score_gemma":0.01796296,"domain_scores_codex":[0.9999157,0.00001570865,0.000004283193,0.00001787052,0.00002101822,0.0000254432],"domain_scores_gemma":[0.9997881,0.00009568717,0.000029992,0.00001382495,0.00004427884,0.00002801931],"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":[0.00004518208,0.00004046161,0.001025074,0.00001739492,0.000006540157,0.0001242914,0.00003556329,0.9929756,0.00314932,0.001667907,0.0001011237,0.0008115741],"study_design_scores_gemma":[0.000006845802,0.00001273536,0.0001567937,0.000002237717,0.000002144622,0.000004445702,0.00001036025,0.9991282,0.0004700127,0.0001159296,0.00008696433,0.000003410407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284928,0.0002136496,0.05282145,0.0002963061,0.00003014483,0.0001531664,0.0006083187,0.0002419722,0.01714226],"genre_scores_gemma":[0.9919715,0.0001092285,0.003700638,0.00002077184,0.000004908514,0.00009409744,0.0001347945,0.00002276837,0.003941241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05494874,"threshold_uncertainty_score":0.1092578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103605133176037,"score_gpt":0.2279010715005796,"score_spread":0.2168650201688192,"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."}}