{"id":"W3150939120","doi":"10.1080/17445647.2021.1898483","title":"Alluvial Terraces and Contaminant Sources of the Santa Catarina River in the Monterrey Metropolitan Area, Mexico","year":2021,"lang":"en","type":"article","venue":"Journal of Maps","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Hydrology (agriculture); Alluvium; Geology; Groundwater; Tributary; Metropolitan area; Geomorphology; Geography; Cartography; Archaeology; 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":[0.0003710568,0.00007085632,0.0001579404,0.00002726499,0.00006524436,0.00004163725,0.0002737966,0.00003082252,0.0001117854],"category_scores_gemma":[0.00004597594,0.00003312978,0.00007009652,0.00008179415,0.0001271031,0.0001207079,0.00002251629,0.0001748277,0.000001226767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005467467,"about_ca_system_score_gemma":0.0000451939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279686,"about_ca_topic_score_gemma":0.004616973,"domain_scores_codex":[0.9992189,0.0001085348,0.0002443559,0.00007303939,0.0002290987,0.0001260635],"domain_scores_gemma":[0.9995573,0.00008946351,0.0001547833,0.0001189838,0.00004190217,0.00003754536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003690271,0.00002553642,0.9937873,0.00001437501,0.00002359636,0.00009287771,0.002634278,0.00001884318,0.0004302029,0.00001057776,0.001298547,0.001626971],"study_design_scores_gemma":[0.0003434123,0.00009617872,0.977563,0.0000555675,0.00002901854,0.0006775973,0.008825367,0.00005108374,0.00565618,0.0008427046,0.005800483,0.00005936229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993924,0.002269838,0.000004331397,0.0007982157,0.0001506189,0.00003068271,0.00002240178,7.475415e-7,0.002799229],"genre_scores_gemma":[0.9993258,0.0001525969,0.00005636508,0.000157913,0.00006846503,9.610862e-8,0.000004008429,0.000001045941,0.00023376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622425,"threshold_uncertainty_score":0.3446218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172865494685865,"score_gpt":0.19746400240611,"score_spread":0.1857353474592513,"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."}}