{"id":"W4414238273","doi":"10.1007/s11242-025-02217-w","title":"Connectedness Theory of Relative Permeability","year":2025,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Relative permeability; Social connectedness; Wetting; Saturation (graph theory); Permeability (electromagnetism); Phase (matter); Exponent; Critical exponent","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":[0.001296624,0.0005702007,0.0005411217,0.003853046,0.0007826452,0.001351227,0.0009639229,0.0009959817,0.006441467],"category_scores_gemma":[0.004886977,0.0002708613,0.0008500127,0.001018807,0.003578304,0.004050678,0.001420742,0.001464726,0.0006693121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546551,"about_ca_system_score_gemma":0.0004172646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054183,"about_ca_topic_score_gemma":0.0003156836,"domain_scores_codex":[0.9989204,0.0003129219,0.00003383552,0.0002236585,0.0003969349,0.0001122454],"domain_scores_gemma":[0.9973261,0.001392349,0.000321074,0.0001802356,0.000624336,0.0001558102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000975488,0.000009728737,0.0002390249,0.00003963093,0.000009643274,0.00005729058,0.0001210255,0.01246057,0.001298229,0.9814777,0.0005034053,0.003773886],"study_design_scores_gemma":[0.000007949381,0.00002595097,0.00039888,0.00002059751,0.000006618845,0.00009281797,0.00004021551,0.076667,0.0007650848,0.9191527,0.002807484,0.00001468415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1793849,0.002667724,0.7037962,0.001694735,0.0002420039,0.0001545334,0.0002841309,0.0003231934,0.1114526],"genre_scores_gemma":[0.9654437,0.0008566257,0.0219939,0.0003773879,0.0002765629,0.0001518297,0.0001734087,0.0001019303,0.01062468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006441467,"threshold_uncertainty_score":0.02154887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008222425228387488,"score_gpt":0.2268675408253858,"score_spread":0.2186451155969984,"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."}}