{"id":"W4230453544","doi":"10.1002/essoar.10506648.2","title":"Crustal Groundwater Volumes Greater than Previously Thought","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Electronic mail; World Wide Web; Email authentication; Computer science; Key (lock)","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":[0.000278164,0.0004029816,0.0005672956,0.00007408705,0.0001209407,0.0004555673,0.0004705945,0.0003472019,0.01630423],"category_scores_gemma":[0.00006004749,0.0002647903,0.0003703284,0.0002318659,0.0000826111,0.0001518087,0.0001991673,0.0007580352,0.0008228279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000610916,"about_ca_system_score_gemma":0.0001015891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008968979,"about_ca_topic_score_gemma":0.002176484,"domain_scores_codex":[0.9974532,0.0002756433,0.0003423174,0.0008348323,0.0004068853,0.0006871861],"domain_scores_gemma":[0.9988912,0.0001413724,0.00009054282,0.0005124948,0.00008707669,0.0002772886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008158072,0.0001509285,0.182797,0.0003538639,0.0002580259,0.0002643933,0.0005550965,0.0009433789,0.00002242734,0.0001232943,0.003084412,0.8113656],"study_design_scores_gemma":[0.0002245067,0.0003045261,0.9696098,0.00009247221,0.00012216,0.00003367083,0.00009934264,0.008600823,0.0009987361,0.008860194,0.01008338,0.0009704038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605178,0.001075679,0.002417373,0.0007181294,0.001327983,0.0003521696,0.00003002291,0.0001785653,0.03338233],"genre_scores_gemma":[0.947783,0.00009355973,0.01598131,0.0005770529,0.0007324672,0.00000685944,0.000420408,0.000009874426,0.03439549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8103952,"threshold_uncertainty_score":0.9999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313407280238971,"score_gpt":0.2419407968667457,"score_spread":0.218806724064356,"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."}}