{"id":"W2087305427","doi":"10.1111/j.1745-6584.2011.00820.x","title":"Higher Order Analytical Solutions of Water Table Fluctuations in Coastal Aquifers","year":2011,"lang":"en","type":"article","venue":"Ground Water","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phreatic; Aquifer; Water table; Groundwater; Ansatz; Forcing (mathematics); Geology; Nonlinear system; Water level; Shore; Hydrology (agriculture); Soil science; Mathematics; Geotechnical engineering; Physics; Atmospheric sciences; Oceanography","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":[0.0001381601,0.00009073714,0.0001242766,0.00009182277,0.00007023232,0.00001797632,0.0001054755,0.00004799558,0.01245399],"category_scores_gemma":[0.000004053644,0.00005177573,0.0000351819,0.000123694,0.0001144724,0.0002198041,0.00005086528,0.00008630804,0.0003239487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000032881,"about_ca_system_score_gemma":0.0000167568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02133368,"about_ca_topic_score_gemma":0.027168,"domain_scores_codex":[0.9991356,0.00002497251,0.0001956685,0.0001497255,0.000120569,0.0003735178],"domain_scores_gemma":[0.9997403,0.00001329149,0.0000124593,0.0001261711,0.00004346106,0.0000643367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003236148,0.0004461917,0.9650759,0.00007763881,0.0001370565,0.00007667122,0.005742894,0.003068043,0.001755674,0.009360016,0.001184362,0.01275196],"study_design_scores_gemma":[0.0006237131,0.0001635274,0.9558073,0.000008825056,0.0000419114,0.00001237345,0.0002801144,0.01952063,0.0004476775,0.01372535,0.009059371,0.000309252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572646,0.000007755482,0.0003840203,0.0002254122,0.0002626377,0.00008661227,0.00006499033,0.00001856549,0.04168539],"genre_scores_gemma":[0.9924692,0.000002944569,0.0002809119,0.00006320333,0.00003065827,0.00000120558,0.0003840692,0.000003024629,0.006764767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0352046,"threshold_uncertainty_score":0.9905837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681209044308876,"score_gpt":0.2045562599447679,"score_spread":0.1777441695016791,"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."}}