{"id":"W144365750","doi":"10.1007/s10040-014-1175-4","title":"Book review: Canada’s Groundwater Resources, edited by Alfonso Rivera (Fitzhenry &amp; Whiteside, Canada, 2014)","year":2014,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrogeology; Groundwater resources; Groundwater; Geology; Aquifer; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005542638,0.0002753831,0.0003986518,0.0000387075,0.0006206831,0.00003716233,0.000451757,0.00008584005,0.01439551],"category_scores_gemma":[0.00008021707,0.0002272731,0.000070341,0.0001055928,0.0002374784,0.0002215478,0.0002185143,0.0004420221,0.0003170388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475298,"about_ca_system_score_gemma":0.0002145499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9339759,"about_ca_topic_score_gemma":0.9904774,"domain_scores_codex":[0.9974446,0.0003431964,0.0005281904,0.0003635939,0.0006661343,0.0006542767],"domain_scores_gemma":[0.9989643,0.0001132897,0.0002584685,0.0003139123,0.00004869286,0.0003013239],"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":[0.000006831503,0.00002346941,0.03049608,0.00001115616,0.00004261546,0.00003352523,0.00006470815,0.00002175772,0.0001528947,0.000002318147,0.9676107,0.001533966],"study_design_scores_gemma":[0.0004310073,0.00004421728,0.01373533,0.00004436109,0.00005106824,0.0004713156,0.00001544671,0.00003781367,0.00008955619,0.0000247455,0.9847856,0.0002695952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5132134,0.2756989,0.008201997,0.1783541,0.005018782,0.0009343759,0.00009532733,0.0001257312,0.01835735],"genre_scores_gemma":[0.2519713,0.01529557,0.0003900491,0.3418287,0.001242449,0.00007119256,0.0001906598,0.00009680272,0.3889132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3705559,"threshold_uncertainty_score":0.9865054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003518277126325762,"score_gpt":0.1814893782691147,"score_spread":0.1779711011427889,"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."}}