{"id":"W2512336962","doi":"10.1346/cms-wls-21-2","title":"Combined Use of Neutron-Scattering, Fluid-Invasion, and Image-Analysis Techniques to Assess Pore Structure, Accessibility, and Connectivity in Tight Rock","year":2016,"lang":"en","type":"book-chapter","venue":"Clay Minerals Society eBooks","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Neutron scattering; Scattering; Physics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002285996,0.0005337751,0.001202608,0.0003837735,0.00006660222,0.0001246117,0.0002222761,0.0005297797,0.00008091763],"category_scores_gemma":[0.000025034,0.0004380169,0.0004506028,0.0001194564,0.0001458215,0.0002153598,0.000256493,0.0003498765,0.000001203649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118865,"about_ca_system_score_gemma":0.00003815202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005087696,"about_ca_topic_score_gemma":0.0003885683,"domain_scores_codex":[0.9980177,0.0000486455,0.0007223742,0.000631508,0.0002915556,0.000288228],"domain_scores_gemma":[0.9986575,0.0001536631,0.0001883254,0.0006255914,0.0001725664,0.0002023048],"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":[0.0000487334,0.00003487217,0.002505932,0.0009251289,0.00376243,0.00002128,0.00139635,0.001842761,0.9789675,0.001830462,0.007226248,0.0014383],"study_design_scores_gemma":[0.006356586,0.001079169,0.01212392,0.003559759,0.01300934,0.00004178134,0.0003963939,0.1428162,0.7212489,0.02978237,0.05827305,0.01131255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083923,0.0008811838,0.01583172,0.0008968811,0.0002637592,0.002680033,0.001085722,0.0009555052,0.06901287],"genre_scores_gemma":[0.9674833,0.0003212198,0.001655003,0.0001982074,0.00007663202,0.00003879399,0.00009573909,0.0001048,0.03002628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2577187,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275887072064533,"score_gpt":0.2623210086500858,"score_spread":0.2295621379294405,"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."}}