{"id":"W4399316882","doi":"","title":"Modélisation des effets de capillarité dans les milieux poreux","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Porous medium; Porosity; Materials science; Computer science; Composite material","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":[0.000273866,0.0006299576,0.0007286497,0.0003806375,0.0003765438,0.001105228,0.0008038247,0.001897641,0.002318896],"category_scores_gemma":[0.0009248728,0.0003175091,0.0009911606,0.0004552721,0.0005726033,0.0009670164,0.0005436129,0.0008041886,0.0003929811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556967,"about_ca_system_score_gemma":0.001137524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006852,"about_ca_topic_score_gemma":0.005535223,"domain_scores_codex":[0.9998224,0.00003432192,0.000007778083,0.00003830903,0.0000676986,0.00002950462],"domain_scores_gemma":[0.9996388,0.0002163047,0.00003214079,0.0000379961,0.00005843404,0.00001635297],"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":[0.00003317429,0.00004786784,0.0005672881,0.0001099,0.00001389285,0.0001000758,0.00004004347,0.9680735,0.02132734,0.005072772,0.0001762546,0.004437801],"study_design_scores_gemma":[0.000009297512,0.00003104451,0.000261842,0.000009092509,0.000007383921,0.00002668721,0.00001459853,0.9893212,0.008260665,0.0008742438,0.001176457,0.000007540838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3679174,0.001617831,0.6009993,0.0008782626,0.0002000352,0.000206142,0.001166351,0.0007723163,0.02624237],"genre_scores_gemma":[0.9337988,0.00161391,0.04492576,0.00007225359,0.00003478927,0.0002269426,0.0004554158,0.0001761481,0.018696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01006852,"threshold_uncertainty_score":0.02001989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810152877758848,"score_gpt":0.2389714783311863,"score_spread":0.2208699495535978,"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."}}