{"id":"W1948745196","doi":"10.5194/hess-19-4427-2015","title":"Determining the stable isotope composition of pore water from saturated and unsaturated zone core: improvements to the direct vapour equilibration laser spectrometry method","year":2015,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network; Cenovus Energy","keywords":"Coring; Core sample; Drilling; Core (optical fiber); Geology; Mineralogy; Contamination; Drill; Analytical Chemistry (journal); Chemistry; Materials science; Environmental chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001893975,0.0006546683,0.0004291964,0.001025759,0.0002989735,0.0006134132,0.0007917914,0.0005100743,0.0007708571],"category_scores_gemma":[0.001864228,0.0004843386,0.0002906052,0.0007184449,0.0004555043,0.000635687,0.0008735521,0.00111655,0.0006944746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765228,"about_ca_system_score_gemma":0.0008357032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158518,"about_ca_topic_score_gemma":0.008259059,"domain_scores_codex":[0.9985303,0.0001788313,0.00008999614,0.0004062102,0.0007160733,0.00007858599],"domain_scores_gemma":[0.99901,0.0001971377,0.0001352163,0.0001499003,0.0004529414,0.00005494431],"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":[0.00003063623,0.00001324874,0.001606763,0.00004373801,0.00001129042,0.0000165696,0.00002506738,0.00008514855,0.9868254,0.00009774326,0.00007142224,0.01117302],"study_design_scores_gemma":[0.000009859431,0.0001268718,0.01044723,0.00001174874,0.00002411504,0.0001791327,0.00003769614,0.003751383,0.9778271,0.0001802622,0.007369072,0.00003550477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.408865,0.003359683,0.5798451,0.0002828941,0.0002323024,0.0004124731,0.002256037,0.001371247,0.003375267],"genre_scores_gemma":[0.3984099,0.002262762,0.5900726,0.0003456406,0.00006667422,0.0005375581,0.001836527,0.00034022,0.006128058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002158518,"threshold_uncertainty_score":0.01001638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382322806486535,"score_gpt":0.2333096711599343,"score_spread":0.2094864430950689,"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."}}