{"id":"W4321370404","doi":"10.1080/07011784.2023.2177197","title":"The role of Canadian research in advancing groundwater hydrology: historical sketches from the past 75 years","year":2023,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan; University of Calgary","funders":"","keywords":"Hydrology (agriculture); Groundwater; Environmental science; Water resource management; Geology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003466675,0.0009472029,0.0005661041,0.007099937,0.009166361,0.006559341,0.001421223,0.001552147,0.005791754],"category_scores_gemma":[0.006201648,0.0005084976,0.0004594112,0.0197287,0.00878044,0.004082744,0.002705133,0.002863136,0.0007016072],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1096095,"about_ca_system_score_gemma":0.1270094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975897,"about_ca_topic_score_gemma":0.9824885,"domain_scores_codex":[0.9973316,0.0003029985,0.0001275273,0.0002670571,0.001328567,0.0006421952],"domain_scores_gemma":[0.9946372,0.000714711,0.000247413,0.0001310827,0.003654603,0.0006150069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001071046,0.00006632089,0.00501653,0.002949038,0.00004710797,0.000456845,0.007647279,0.001096228,0.0006352453,0.4296496,0.111394,0.4409347],"study_design_scores_gemma":[0.000004890528,0.00001575487,0.007659768,0.001265617,0.00002465531,0.0001071986,0.001698396,0.0001960139,0.0001762831,0.009334636,0.9794714,0.00004530591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009550669,0.6768036,0.003233269,0.1024119,0.002729875,0.00009228443,0.001306019,0.0001162716,0.2037561],"genre_scores_gemma":[0.1228107,0.8356871,0.00553898,0.009147924,0.0006162536,0.00006057846,0.0004564513,0.00009048761,0.0255915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9908336,"threshold_uncertainty_score":0.7952766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335873814900627,"score_gpt":0.2221149056467668,"score_spread":0.1987561674977605,"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."}}