{"id":"W1608005674","doi":"10.1111/gwat.12300","title":"A New Assessment Framework for Transience in Hydrogeological Systems","year":2014,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aquifer; Hydrogeology; Context (archaeology); Environmental science; Temporal scales; Groundwater; Scale (ratio); Water cycle; Climate change; Hydrology (agriculture); Resource (disambiguation); Transient (computer programming); Computer science; Environmental resource management; Geology; Geography; Ecology; Cartography","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":[0.007623738,0.001442108,0.0009501265,0.00530053,0.0009192712,0.004888162,0.002817228,0.001485723,0.006069751],"category_scores_gemma":[0.01428365,0.0005118794,0.001846767,0.002954681,0.003371155,0.007912987,0.003307919,0.002544906,0.0005017227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329069,"about_ca_system_score_gemma":0.001986867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134619,"about_ca_topic_score_gemma":0.01069984,"domain_scores_codex":[0.9961516,0.001757442,0.0003274838,0.0007694477,0.0008046101,0.0001893279],"domain_scores_gemma":[0.9932646,0.003906277,0.0008663282,0.0005258656,0.001136353,0.0003005936],"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":[0.00002415774,0.00004571502,0.00274545,0.0002120464,0.00009845793,0.000228352,0.0006049099,0.2038222,0.001164341,0.7329414,0.002699857,0.05541305],"study_design_scores_gemma":[0.00001299278,0.00006189099,0.001335181,0.0001079661,0.00004196121,0.0001584696,0.0002969829,0.3938851,0.0003399649,0.5871643,0.01654012,0.00005500988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00250946,0.0002379999,0.9927483,0.000395573,0.00003091897,0.00006928992,0.0002235533,0.0002064029,0.00357854],"genre_scores_gemma":[0.2514611,0.0006228268,0.7421247,0.0002280903,0.0001779517,0.000676681,0.0005420469,0.000166739,0.003999924],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01134619,"threshold_uncertainty_score":0.04031861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523596372274987,"score_gpt":0.2506631476524049,"score_spread":0.2354271839296551,"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."}}