{"id":"W4206199036","doi":"10.4095/329089","title":"Recent development for the characterisation and modeling of aquifer systems","year":2021,"lang":"en","type":"report","venue":"","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Aquifer; Development (topology); Geology; Computer science; Geotechnical engineering; Groundwater; Mathematics","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":[0.002548976,0.001453944,0.0009865246,0.00103772,0.000466798,0.001446166,0.002643724,0.0008628671,0.003136723],"category_scores_gemma":[0.002873988,0.000483998,0.001126576,0.002057125,0.0005559927,0.001584798,0.001088716,0.001210369,0.0009655632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236779,"about_ca_system_score_gemma":0.002392564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04509475,"about_ca_topic_score_gemma":0.05343522,"domain_scores_codex":[0.9993393,0.0001745445,0.00003549916,0.0001068896,0.0003033535,0.00004043756],"domain_scores_gemma":[0.9972839,0.0007820222,0.0001228157,0.0005266497,0.001151567,0.0001330518],"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":[0.000167942,0.0002567587,0.01070833,0.001096969,0.0001989744,0.00008050203,0.0001361977,0.6289454,0.01467572,0.02164947,0.014753,0.3073308],"study_design_scores_gemma":[0.00004082691,0.0001110167,0.006137165,0.0001095672,0.0001093821,0.00007720399,0.0000983443,0.8764828,0.01383501,0.009254762,0.09369866,0.00004515887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03324242,0.008755564,0.9245815,0.001325173,0.0002816654,0.0003356684,0.005246141,0.005091222,0.02114056],"genre_scores_gemma":[0.1739759,0.01975087,0.7790493,0.0001658668,0.0002441565,0.0006589312,0.01176734,0.0009708956,0.01341662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04509475,"threshold_uncertainty_score":0.08966458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07987026484845507,"score_gpt":0.2749550280155388,"score_spread":0.1950847631670838,"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."}}