{"id":"W1990158761","doi":"10.1007/s12665-009-0147-9","title":"Assessing the vulnerability of over-exploited volcanic aquifer systems using multi-parameter analysis, Toluca Basin, Mexico","year":2009,"lang":"en","type":"article","venue":"Environmental Earth Sciences","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Golder Associates (Canada)","funders":"University of Waterloo; University of Toronto","keywords":"Aquifer; Groundwater; Groundwater recharge; Geology; Hydrogeology; Piezometer; Structural basin; Hydrology (agriculture); Environmental science; Geomorphology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008813484,0.0001892525,0.0002948758,0.00009713744,0.0005084017,0.0003056926,0.0004426189,0.0000640789,0.001270012],"category_scores_gemma":[0.0000285574,0.0001207082,0.0001598762,0.0006075894,0.0006822426,0.000733748,0.00002605255,0.000150311,0.00002238002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000914962,"about_ca_system_score_gemma":0.00003481426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128744,"about_ca_topic_score_gemma":0.0002887999,"domain_scores_codex":[0.9979628,0.0001912069,0.0003843086,0.0004589382,0.0006064465,0.0003962654],"domain_scores_gemma":[0.9992352,0.0001418512,0.0001792564,0.0003275616,0.000006791235,0.000109352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004225938,0.00005128567,0.968828,0.000004620709,0.00003451629,0.000001863658,0.0001317767,0.02222559,0.007457277,0.000001444915,0.000004556083,0.001254791],"study_design_scores_gemma":[0.0001153623,0.0000751762,0.8309527,0.000009504179,0.00007417471,0.000007899422,0.0009927298,0.1639969,0.003496847,0.00002412297,0.0001077706,0.0001468219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974349,0.000544637,0.00101543,0.00005282814,0.0001664931,0.0001671729,0.0000512667,0.00001642695,0.0005508165],"genre_scores_gemma":[0.9984671,0.00001533103,0.001175262,0.0001607202,0.00004064441,6.486396e-7,0.00004321587,0.000001940424,0.00009514786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1417713,"threshold_uncertainty_score":0.999643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348496839627986,"score_gpt":0.2700615705325549,"score_spread":0.2365766021362751,"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."}}