{"id":"W2097591390","doi":"10.1111/gwat.12014","title":"Interpretation of a Pumping Test with Interference from a Neighboring Well","year":2013,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Aquifer; Interference (communication); Interpretation (philosophy); Geology; Test data; Aquifer properties; Current (fluid); Groundwater; Geotechnical engineering; Petroleum engineering; Mechanics; Computer science; Physics; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004869548,0.00009858335,0.0001128687,0.00002217736,0.00005436332,0.00005693118,0.0001228348,0.00002248,0.002043561],"category_scores_gemma":[0.000005051475,0.00005849521,0.00002212394,0.00005021581,0.00009405815,0.0004807912,0.0001391591,0.00005207881,0.001184978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004806038,"about_ca_system_score_gemma":0.000001368685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003318024,"about_ca_topic_score_gemma":0.0002297591,"domain_scores_codex":[0.9993362,0.00001659719,0.0001577966,0.000190363,0.0001366749,0.0001622991],"domain_scores_gemma":[0.9997393,0.00004272291,0.0000394298,0.0001314335,0.00001704448,0.00003010331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000447739,0.0001325734,0.6909956,0.00002149507,0.00006396145,0.000004929743,0.01851486,0.00009289267,0.2223569,0.00003548914,0.0002188456,0.06751768],"study_design_scores_gemma":[0.0007035283,0.0003112014,0.8732107,0.0001208867,0.00004171025,0.000005527446,0.001985947,0.004567449,0.1152153,0.001131552,0.002325953,0.0003803242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961388,0.00000542493,0.03420677,0.0001450962,0.00005476586,0.0001189774,0.000001442038,0.00002073405,0.004058776],"genre_scores_gemma":[0.99736,0.000001474271,0.0003884082,0.0001048259,0.00001706419,0.00004209988,0.00000778818,0.000007691167,0.002070649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822151,"threshold_uncertainty_score":0.9995927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007510248969670323,"score_gpt":0.1879829609026488,"score_spread":0.1804727119329785,"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."}}