{"id":"W4396573202","doi":"10.2139/ssrn.4815558","title":"Correction of Δ2h and Δ18o Offsets in the Halophyte Xylem Water Induced by Cryogenic Vacuum Extraction","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Halophyte; Xylem; Extraction (chemistry); Environmental science; Chemistry; Botany; Geology; Chromatography; Biology; Oceanography; Salinity","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":[0.000290754,0.000350759,0.0002152107,0.000240134,0.0003336355,0.0003162439,0.0003897708,0.0003287334,0.002328208],"category_scores_gemma":[0.00130362,0.0002292893,0.0001592426,0.0007303836,0.0002323656,0.0003424097,0.0003875481,0.000572825,0.000377204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377345,"about_ca_system_score_gemma":0.0004641752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066536,"about_ca_topic_score_gemma":0.004588738,"domain_scores_codex":[0.9998407,0.00001306941,0.000005873901,0.00006339054,0.00004470864,0.00003219195],"domain_scores_gemma":[0.9997227,0.00007542739,0.00002691502,0.00006872408,0.00009593007,0.00001034556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004738776,0.00001777643,0.006514615,0.0002062578,0.00004073843,0.000149971,0.0001989402,0.002659929,0.9533958,0.000943176,0.000796432,0.03460249],"study_design_scores_gemma":[0.00003006235,0.00006615449,0.04228821,0.00001295831,0.00005297666,0.0001276171,0.0001228141,0.01098176,0.9374659,0.000533327,0.008292902,0.00002523848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9529898,0.0009645832,0.04062437,0.0001997309,0.0003209524,0.00002832706,0.001363299,0.0006389493,0.002869972],"genre_scores_gemma":[0.9873571,0.0005015389,0.008238323,0.00007367825,0.00002407848,0.00002912032,0.001001194,0.0004260654,0.002348831],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004066536,"threshold_uncertainty_score":0.008085728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007368226883735951,"score_gpt":0.2173499675876227,"score_spread":0.2099817407038867,"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."}}