{"id":"W2104889899","doi":"10.1111/j.1745-6584.2006.00271.x","title":"Comparative Study of Methods for WHPA Delineation","year":2006,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"","keywords":"Wellhead; Hydrogeology; Aquifer; MODFLOW; Groundwater; Geology; Groundwater flow; Environmental science; Hydrology (agriculture); Petroleum engineering; Geotechnical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002485574,0.00007684894,0.0001455736,0.00002056064,0.0001045473,0.00001709373,0.00007080104,0.00001847195,0.0001263619],"category_scores_gemma":[0.000002115209,0.00004949125,0.00003095679,0.00004807065,0.00004506653,0.0001339795,0.00006071272,0.00002134469,0.00005003237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003703107,"about_ca_system_score_gemma":7.851776e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009042743,"about_ca_topic_score_gemma":0.0003814723,"domain_scores_codex":[0.9993703,0.0000665765,0.0001980736,0.0001525457,0.00008655617,0.000125938],"domain_scores_gemma":[0.9997941,0.00003897932,0.00003567187,0.00009538445,0.00002408031,0.00001176829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003594645,0.004428293,0.3313507,0.00005629132,0.0003147424,0.000002495437,0.06560463,0.004206956,0.3520434,0.001126482,0.01263716,0.2278694],"study_design_scores_gemma":[0.003873089,0.001249272,0.631791,0.000006531883,0.0001694063,0.000003242017,0.01012103,0.004522876,0.152607,0.003277181,0.1918346,0.0005447789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7290214,0.000008375117,0.2700052,0.0000394851,0.00006086204,0.0002831498,0.000001194035,0.0000100434,0.0005702619],"genre_scores_gemma":[0.986798,2.539998e-7,0.006888138,0.00002428237,0.00003097353,0.0000918704,0.00001655861,0.000004505816,0.006145415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004403,"threshold_uncertainty_score":0.2018195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431589798102946,"score_gpt":0.3394049915852903,"score_spread":0.2962460117749957,"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."}}