{"id":"W2956619100","doi":"10.1111/gwat.12902","title":"What Is the Future of Groundwater?","year":2019,"lang":"en","type":"editorial","venue":"Ground Water","topic":"Water resources management and optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Aquifer; Groundwater; Hydrogeology; Resource (disambiguation); Politics; Multidisciplinary approach; Realm; Environmental planning; Environmental resource management; Political science; Sociology; Geography; Social science; Environmental science; Engineering; Computer science; Law","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":[0.0001645365,0.0003048374,0.0003027848,0.00009839989,0.00005142799,0.0004440376,0.0004915699,0.0004575842,0.0002494277],"category_scores_gemma":[0.000001219147,0.0001625316,0.0001430277,0.00006658589,0.00003474983,0.0004726999,0.0001328113,0.0003817762,0.0003820948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005891346,"about_ca_system_score_gemma":0.000004852961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002811895,"about_ca_topic_score_gemma":0.00001091006,"domain_scores_codex":[0.9986768,0.00002773901,0.0002874972,0.0002286752,0.0004615501,0.0003177835],"domain_scores_gemma":[0.9992873,0.00004010377,0.00004743223,0.000533889,0.00006608327,0.00002517121],"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":[0.000009990154,0.000008008101,0.000004073593,0.000439275,0.0001448007,0.00000165797,0.001935062,0.002109649,0.00001917064,0.000009909555,0.9940985,0.001219844],"study_design_scores_gemma":[0.000210292,0.00002905551,0.000003791025,0.00008043292,0.000080136,2.772186e-7,0.0001965925,0.000874165,0.0004735102,0.0001494907,0.9976569,0.0002453674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001873237,0.001562046,0.0003151744,0.000259658,0.9941622,0.0003470783,0.00001594718,0.0001249076,0.001339769],"genre_scores_gemma":[0.003699254,0.003421084,0.00004414088,0.0000782306,0.9568033,0.00003201317,0.001308796,0.0001578723,0.03445531],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03735888,"threshold_uncertainty_score":0.6627846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004225936736809095,"score_gpt":0.1834640942260481,"score_spread":0.179238157489239,"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."}}