{"id":"W6944659756","doi":"10.20381/ruor-27522","title":"Use of X-ray Absorption Spectrometry to Determine Diffusion Coefficients in Low-Permeability Shale: Queenston Formation Shale","year":2022,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attenuation coefficient; Diffusion; Analytical Chemistry (journal); Porosity; Collimated light; Oil shale; Absorption (acoustics); Spectroscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044995,0.0002732638,0.0001928193,0.000572587,0.0002938524,0.0005317615,0.0003369605,0.0002423832,0.000266488],"category_scores_gemma":[0.0003361187,0.0001727365,0.00005786536,0.0003237839,0.0003563347,0.0002984825,0.0002678906,0.0003461346,0.0001023494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397424,"about_ca_system_score_gemma":0.0006514414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02459474,"about_ca_topic_score_gemma":0.07200799,"domain_scores_codex":[0.9998744,0.00001065277,0.000007207976,0.00004010296,0.00005597714,0.00001174237],"domain_scores_gemma":[0.9998072,0.00005034244,0.00004216703,0.00001239386,0.00006760215,0.0000202791],"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":[0.0000627436,0.00001274157,0.01384374,0.0000552884,0.000008220193,0.00006878634,0.0001873544,0.0002125076,0.9803766,0.00008977267,0.0000222313,0.005060001],"study_design_scores_gemma":[0.00001827392,0.0001428031,0.1910767,0.00002319384,0.00002841966,0.0004061169,0.0005808254,0.007576323,0.7963125,0.0001543814,0.003647948,0.00003255095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919482,0.0007331887,0.00630953,0.00003222205,0.000004210894,0.00001539135,0.0001375048,0.00003614282,0.0007835543],"genre_scores_gemma":[0.9887483,0.0004666769,0.008897019,0.0000177638,0.000001502621,0.00001649646,0.0001458432,0.000009420804,0.001696912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02459474,"threshold_uncertainty_score":0.04890311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228138960268586,"score_gpt":0.2582353147200978,"score_spread":0.2159539251174119,"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."}}