{"id":"W3168955716","doi":"10.1111/gwat.13115","title":"What Should We Manage: Aquifers or Groundwater?","year":2021,"lang":"en","type":"article","venue":"Ground Water","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Aquifer; Groundwater; Context (archaeology); Hydrogeology; Water resource management; Environmental planning; Geology; Geography; Environmental science; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004686929,0.0006728345,0.0009321603,0.001564512,0.003824149,0.009694907,0.001980918,0.008943908,0.008314284],"category_scores_gemma":[0.00879214,0.0002968764,0.0004249448,0.002691105,0.029483,0.01967294,0.003776343,0.005661455,0.002220969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005967774,"about_ca_system_score_gemma":0.01147449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02337132,"about_ca_topic_score_gemma":0.0212112,"domain_scores_codex":[0.9948406,0.002685262,0.0002719557,0.0006349251,0.001024014,0.0005432105],"domain_scores_gemma":[0.9971768,0.001282553,0.0003105415,0.0001997483,0.0005467306,0.0004837343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002621037,0.00003217769,0.001039039,0.0007429827,0.00002225969,0.0001936289,0.008488788,0.0002824348,0.0002041481,0.773164,0.1372096,0.07859465],"study_design_scores_gemma":[0.00001116228,0.00002767007,0.0008483594,0.00141997,0.00001682027,0.0001466432,0.009022419,0.0001323631,0.0001262318,0.398106,0.5901142,0.0000280152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003077723,0.08681861,0.009930239,0.8194851,0.006003928,0.00005159262,0.0002924307,0.0001060079,0.07423439],"genre_scores_gemma":[0.4270579,0.2075483,0.02052807,0.2844615,0.01257201,0.0003447939,0.0006381395,0.0002888039,0.04656048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02337132,"threshold_uncertainty_score":0.04647052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06936862055726756,"score_gpt":0.3145858335236376,"score_spread":0.2452172129663701,"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."}}