{"id":"W4210610280","doi":"10.1002/essoar.10510418.1","title":"The Stable Isotope Hydrology of Sable Island, NS, Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Saskatchewan; Environment and Climate Change Canada","funders":"","keywords":"Precipitation; Groundwater; Groundwater recharge; Hydrology (agriculture); Meteoric water; Stable isotope ratio; Seawater; Environmental science; Surface water; Flux (metallurgy); Aquifer; Geology; Geography; Oceanography; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001681391,0.0001983682,0.0001534024,0.0009962755,0.001490606,0.0008140132,0.0004211965,0.0001247176,0.001306617],"category_scores_gemma":[0.0003745237,0.0001153242,0.0001666784,0.001860701,0.0003943102,0.0002563569,0.0003879084,0.0002191913,0.0001867712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007759,"about_ca_system_score_gemma":0.01325594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885424,"about_ca_topic_score_gemma":0.9953622,"domain_scores_codex":[0.999884,0.000006767872,0.000006025081,0.00002001561,0.00005118365,0.00003202527],"domain_scores_gemma":[0.9995554,0.00001662589,0.00004565669,0.00001021505,0.0002889587,0.0000831335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005028565,0.00002329716,0.979153,0.00004594881,0.000043736,0.0001880413,0.0008889198,0.0007187466,0.003343142,0.0002654313,0.002206786,0.01307263],"study_design_scores_gemma":[0.000002802504,0.000005370966,0.9927014,0.00001348849,0.000006951257,0.00003644498,0.001004973,0.0008914379,0.000228701,0.00003701411,0.005062825,0.000008621057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856344,0.0005168655,0.0003231998,0.0002757986,0.00001230384,0.00002558168,0.006120105,0.00004760691,0.007044158],"genre_scores_gemma":[0.9937522,0.0003836156,0.0006665773,0.00006939624,0.000003812221,0.00001272172,0.002376846,0.00001304448,0.002721722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145756,"threshold_uncertainty_score":0.07311833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005515527599106696,"score_gpt":0.2036754595069457,"score_spread":0.198159931907839,"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."}}