{"id":"W2902757714","doi":"10.1111/gwat.12840","title":"Comment on “Groundwater Pumping Is a Significant Unrecognized Contributor to Global Anthropogenic Element Cycles”","year":2018,"lang":"en","type":"letter","venue":"Ground Water","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Citation; Library science; History; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006386567,0.000744435,0.0007396164,0.0001308622,0.0004840919,0.0006022905,0.0006973804,0.0004488732,0.006558795],"category_scores_gemma":[0.00001015309,0.0004964531,0.0003253177,0.0001626188,0.0001383818,0.0001462229,0.00008956415,0.0007158061,0.01473968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375608,"about_ca_system_score_gemma":0.0000591713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008859712,"about_ca_topic_score_gemma":0.0004402504,"domain_scores_codex":[0.995032,0.0002641038,0.0006510691,0.001113591,0.001330322,0.001608967],"domain_scores_gemma":[0.9985563,0.00005900075,0.0001549998,0.0007391394,0.0002008207,0.000289787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001738701,0.00009211855,0.00781066,0.00007030376,0.0003737777,0.0001699147,0.0002670001,0.000007637908,0.00004753016,0.000003706948,0.9883754,0.002608107],"study_design_scores_gemma":[0.0009794012,0.0009315558,0.009147567,0.0001167876,0.0001362497,0.000006995307,0.00003264415,0.00004213403,0.001384026,0.001924369,0.9844207,0.0008775598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1754732,0.00003666424,0.0002248204,0.8146482,0.004222232,0.00171053,0.002603223,0.0001002255,0.0009809516],"genre_scores_gemma":[0.2203711,0.00000897662,0.0001258361,0.7697567,0.004642691,0.00002314662,0.004111032,0.00002676027,0.0009337594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04489793,"threshold_uncertainty_score":0.9997487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415794664418505,"score_gpt":0.2502950100858266,"score_spread":0.2161370634416415,"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."}}