{"id":"W2781622276","doi":"10.1144/sp466.17","title":"Global distribution and use of water from karst aquifers","year":2018,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Karst; Geology; Aquifer; Distribution (mathematics); Hydrology (agriculture); Groundwater; Geomorphology; Earth science; Paleontology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315205,0.0002370548,0.0001236229,0.001478006,0.0001406718,0.0003911955,0.0001374428,0.0001275637,0.003137736],"category_scores_gemma":[0.0002644566,0.00009609279,0.0002650475,0.003230735,0.000343846,0.0004698291,0.0006180869,0.0001735375,0.0004955487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164064,"about_ca_system_score_gemma":0.0002996783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682848,"about_ca_topic_score_gemma":0.01791468,"domain_scores_codex":[0.9998854,0.0000140666,0.00001040718,0.00004016066,0.00001836852,0.00003160828],"domain_scores_gemma":[0.9996555,0.00003804002,0.0001716076,0.00001702287,0.00006941322,0.00004844456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001331564,0.00001548319,0.9233636,0.0004248144,0.0001826665,0.000241587,0.0007999256,0.0006651863,0.004785929,0.001329785,0.003335929,0.06472196],"study_design_scores_gemma":[0.000003338909,0.00002868596,0.9918762,0.00005160267,0.00002248816,0.0002344471,0.0004784455,0.0002116262,0.0002736579,0.0001566261,0.006656776,0.000006152519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718894,0.005855127,0.0003644473,0.0003699866,0.00001716169,0.00001217959,0.01149543,0.00005740549,0.009938925],"genre_scores_gemma":[0.9928613,0.002561617,0.0002323978,0.00004787994,0.00001095554,0.000006647658,0.003347716,0.000007352317,0.0009240262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682848,"threshold_uncertainty_score":0.03346103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314618761312662,"score_gpt":0.2238230894278591,"score_spread":0.2006769018147325,"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."}}