{"id":"W2041425212","doi":"10.1071/en14129","title":"Characterisation of oil contaminated soils by comprehensive multiphase NMR spectroscopy","year":2015,"lang":"en","type":"article","venue":"Environmental Chemistry","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruker (Canada); University of Toronto","funders":"","keywords":"Soil water; Chemistry; Context (archaeology); Nuclear magnetic resonance spectroscopy; Environmental chemistry; Contamination; Soil contamination; Chemical engineering; Environmental science; Soil science; Organic chemistry; Geology","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":[0.0002311641,0.0003332851,0.0002257491,0.0009791557,0.0002627,0.0004077472,0.0001912912,0.0003911805,0.0007449935],"category_scores_gemma":[0.0002752615,0.0001386254,0.000174707,0.0004732813,0.0002427711,0.000375117,0.0002644347,0.0003522131,0.0002284265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784446,"about_ca_system_score_gemma":0.0002380911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410333,"about_ca_topic_score_gemma":0.002299612,"domain_scores_codex":[0.9998561,0.00001535357,0.000007393016,0.00003264522,0.00005252545,0.00003591392],"domain_scores_gemma":[0.9998323,0.00004093203,0.00003435016,0.00001001063,0.00006490253,0.00001748611],"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":[0.00003415574,0.00001457636,0.001472319,0.00006105853,0.000007088248,0.00006308933,0.00004003606,0.0003113277,0.9944713,0.0000667116,0.00004359435,0.003414741],"study_design_scores_gemma":[0.000008480433,0.0003110028,0.03143796,0.00003403508,0.00003675917,0.0004029914,0.0005629172,0.008211487,0.9547289,0.0003613041,0.003866661,0.00003746431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809249,0.0009924113,0.01483738,0.00008346495,0.00001457155,0.00005977015,0.001113227,0.0001354928,0.001838837],"genre_scores_gemma":[0.9795871,0.001453051,0.01671999,0.0000782565,0.00001176179,0.00005745364,0.0008673968,0.0000376411,0.001187261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001410333,"threshold_uncertainty_score":0.00280422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008536267648351147,"score_gpt":0.2691345110804695,"score_spread":0.2605982434321183,"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."}}