{"id":"W1985775535","doi":"10.1007/s00254-007-0984-3","title":"Groundwater flow and contaminant transport modelling at an air weapons range","year":2007,"lang":"en","type":"article","venue":"Environmental Geology","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Environmental science; Contamination; Plume; Groundwater; Groundwater flow; Hydrology (agriculture); Range (aeronautics); Surface water; Nitrate; Environmental engineering; Aquifer; Geology; Meteorology; Geography; Ecology","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":[],"category_scores_codex":[0.0002197618,0.0001545024,0.0001575429,0.00002988664,0.000169254,0.0000059857,0.000104639,0.0001149876,0.004122966],"category_scores_gemma":[4.864478e-7,0.0001305405,0.00003657667,0.0000199805,0.0002469244,0.0001594302,0.00001656721,0.000111238,0.0002189692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084115,"about_ca_system_score_gemma":0.000003250326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007811728,"about_ca_topic_score_gemma":0.001950271,"domain_scores_codex":[0.9989362,0.0000262365,0.0001815213,0.0003272826,0.000114379,0.0004143405],"domain_scores_gemma":[0.9996158,0.00002892477,0.00002842777,0.0001523754,0.000001315693,0.0001731207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186696,0.00003734126,0.9913403,0.00000637235,0.00001091102,0.000109194,0.0005842731,0.002237098,0.001291156,0.00000233082,0.00001342181,0.004248918],"study_design_scores_gemma":[0.0005137152,0.0002114475,0.9795795,0.000002271865,0.00001617159,0.0002116339,0.0002603233,0.008526809,0.002112463,0.00008856904,0.008256149,0.0002209488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944814,0.0002940542,0.002822228,0.0000799598,0.0001358357,0.0001028633,0.00003020037,0.00002212406,0.002031298],"genre_scores_gemma":[0.9959265,0.00007322397,0.0009418232,0.0002324834,0.00007508166,0.000001004143,0.0004589674,0.000004990106,0.002285955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176082,"threshold_uncertainty_score":0.9967874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007949560936886434,"score_gpt":0.1710752327074524,"score_spread":0.163125671770566,"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."}}