{"id":"W2593254315","doi":"10.1007/s10040-017-1560-x","title":"A numerical investigation of pumping-test responses from contiguous aquifers","year":2017,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Hydrogeology; Drawdown (hydrology); Groundwater; Groundwater flow; Geology; Offset (computer science); Slug test; Flow (mathematics); Mechanics; Soil science; Flow conditions; Aquifer test; Homogeneous; Geotechnical engineering; Physics; Computer science; Statistical physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002868499,0.00009143262,0.000184225,0.0000323041,0.0005375934,0.00004722983,0.00031052,0.00006187439,0.0007845308],"category_scores_gemma":[0.0003576157,0.00007741177,0.00005775379,0.00002922043,0.0007063088,0.0002592353,0.000138555,0.0001552616,0.0001594896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004459927,"about_ca_system_score_gemma":0.00001634872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005687922,"about_ca_topic_score_gemma":0.00008127982,"domain_scores_codex":[0.9991313,0.0001006258,0.0002506819,0.0001491454,0.0001898545,0.0001783669],"domain_scores_gemma":[0.9991921,0.000141765,0.0003388475,0.0002172382,0.0000209019,0.00008916664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003183317,0.00001933476,0.9803747,7.376482e-7,0.0000254217,0.00003343695,0.0005221295,0.00001575196,0.01462695,0.00001636915,0.0004654498,0.003867922],"study_design_scores_gemma":[0.000502058,0.0001080032,0.981673,0.00001187995,0.00002395456,0.000110066,0.00008021896,0.000276996,0.01362337,0.00141884,0.002082398,0.00008920796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946999,0.00006593839,0.001968282,0.002273465,0.0002142213,0.00004370761,0.000003844945,0.00001001323,0.0007206071],"genre_scores_gemma":[0.9986197,0.00002527698,0.0003217678,0.0002184838,0.00006281749,0.000003792175,0.00000184178,0.000005471204,0.0007409021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003919726,"threshold_uncertainty_score":0.8590062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006733096436458,"score_gpt":0.2510120943906594,"score_spread":0.2309447634262948,"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."}}