{"id":"W4386807824","doi":"","title":"Modeling reactive transport coupled with flow in Cathy: preparatory work","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Work (physics); Computer science; Flow (mathematics); Engineering; Mechanics; Mechanical engineering; Physics","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":[0.0005889146,0.0006858687,0.0008737893,0.0002749342,0.0004992464,0.001359455,0.001171723,0.001113636,0.003602944],"category_scores_gemma":[0.001104337,0.0004384339,0.001021794,0.0004067136,0.0008583937,0.001482966,0.00117434,0.001145366,0.0003818353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290787,"about_ca_system_score_gemma":0.001567868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03490701,"about_ca_topic_score_gemma":0.01058799,"domain_scores_codex":[0.9998223,0.00005338327,0.000007603384,0.00004417971,0.0000446543,0.00002787209],"domain_scores_gemma":[0.999634,0.0001417256,0.00004124811,0.00004338931,0.00009822812,0.00004138145],"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":[0.00006675785,0.00005234294,0.00125133,0.00008333828,0.00003280978,0.00007283666,0.00005055739,0.9787759,0.006533463,0.007681371,0.0003887634,0.005010565],"study_design_scores_gemma":[0.00001379519,0.00002738502,0.0002058897,0.000003324659,0.000005278276,0.00000773462,0.000008430785,0.9966695,0.001252473,0.0009210224,0.0008778435,0.000007199578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.343883,0.001373941,0.6360011,0.001792935,0.0002097087,0.0002570856,0.001126927,0.00149211,0.01386318],"genre_scores_gemma":[0.8832651,0.001378994,0.1019854,0.0002617522,0.0002095374,0.0003796678,0.0006109763,0.0004466675,0.01146195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03490701,"threshold_uncertainty_score":0.06940764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122785397585202,"score_gpt":0.1949823273004879,"score_spread":0.1827037875419677,"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."}}