{"id":"W4416266125","doi":"10.1016/j.ijheatfluidflow.2025.110140","title":"Experimental and numerical analysis of high-pressure CO2 injection flow inside a homogeneous porous microchip model","year":2025,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Heat transfer; Supercritical fluid; Turbulence; Heat transfer enhancement; Porous medium; Flow (mathematics); Heat transfer coefficient; Pressure gradient; Phase (matter)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002518009,0.0002968761,0.0003653198,0.0002757669,0.0005164777,0.0004329595,0.0006229272,0.0005265258,0.001328899],"category_scores_gemma":[0.0005656748,0.0001630352,0.0002441551,0.000434447,0.0006355406,0.0004064859,0.0003020649,0.0003402565,0.0001059536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721407,"about_ca_system_score_gemma":0.0004699826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004081953,"about_ca_topic_score_gemma":0.00217066,"domain_scores_codex":[0.999798,0.00001961406,0.00001042291,0.00004929216,0.00007357185,0.00004921104],"domain_scores_gemma":[0.9993893,0.0002423071,0.00008416495,0.00008780796,0.0001482861,0.0000481579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001266583,0.0005982438,0.00840849,0.0002198933,0.00002622985,0.0004130751,0.0002765539,0.1779535,0.796338,0.002757356,0.0004482954,0.01129392],"study_design_scores_gemma":[0.00004079943,0.0004733166,0.01073905,0.000005714659,0.00002485007,0.00006246175,0.00007614693,0.4945082,0.4933708,0.0001315342,0.0005343112,0.00003286114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938849,0.00006694041,0.004574678,0.00003242341,0.00001133314,0.0000140322,0.000128559,0.0001573762,0.001129838],"genre_scores_gemma":[0.9983481,0.00002590474,0.001265148,0.000002278921,0.000001914759,0.000007267005,0.00003838808,0.000005343748,0.0003056646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004081953,"threshold_uncertainty_score":0.008116424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00755456829829741,"score_gpt":0.2588954802536606,"score_spread":0.2513409119553632,"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."}}