{"id":"W2154943884","doi":"10.1007/s00205-008-0161-1","title":"Homogenization of a Hele–Shaw Problem in Periodic and Random Media","year":2008,"lang":"en","type":"article","venue":"Archive for Rational Mechanics and Analysis","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Homogenization (climate); Free boundary problem; Mathematics; Obstacle problem; Mathematical analysis; Obstacle; Boundary value problem; Boundary problem; Boundary (topology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006334427,0.0006401473,0.0009122855,0.001572991,0.0009511758,0.002020821,0.000976918,0.001630408,0.004318541],"category_scores_gemma":[0.003069843,0.0005794261,0.0009679912,0.0004136381,0.002762086,0.001724118,0.00242842,0.001162687,0.0002906033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008329565,"about_ca_system_score_gemma":0.0006840279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326629,"about_ca_topic_score_gemma":0.001705353,"domain_scores_codex":[0.9996265,0.0001196107,0.00002183213,0.0000791416,0.00008368049,0.00006925543],"domain_scores_gemma":[0.9989324,0.0005218199,0.0001691,0.00008982758,0.0001318694,0.0001550398],"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":[0.0002049339,0.0001589133,0.001359041,0.000308239,0.0001528658,0.0007173312,0.0006021726,0.2075035,0.01755156,0.7564306,0.005488991,0.00952185],"study_design_scores_gemma":[0.00006731372,0.00007151929,0.001519165,0.00002723954,0.00004888246,0.0002278854,0.0003305008,0.7646137,0.002670215,0.2268414,0.003533717,0.00004844335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4344591,0.002173416,0.4650404,0.005652472,0.0007525497,0.0002471277,0.0003740047,0.0003395117,0.09096155],"genre_scores_gemma":[0.9390815,0.0007718373,0.02076776,0.0004964269,0.0006050353,0.0001459126,0.0002895381,0.0002783622,0.03756353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004318541,"threshold_uncertainty_score":0.01444691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120909252370658,"score_gpt":0.2185785047446553,"score_spread":0.2064875795075895,"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."}}