{"id":"W1991607862","doi":"10.2118/2003-021","title":"Evaluation of Gas Saturation During Water Imbibition Experiments","year":2003,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Imbibition; Saturation (graph theory); Water saturation; Petroleum engineering; Residual; Chemistry; Materials science; Geology; Porosity; Composite material; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006536741,0.0004947386,0.0004544515,0.0006690227,0.0004540207,0.0003043921,0.0003924418,0.0002351982,0.001497402],"category_scores_gemma":[0.0009648289,0.000166831,0.0002025854,0.0007638726,0.0003570113,0.0003949064,0.0003938678,0.0004801384,0.0002839906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005751616,"about_ca_system_score_gemma":0.0004765472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007374246,"about_ca_topic_score_gemma":0.01129429,"domain_scores_codex":[0.9995013,0.00004956697,0.00002487594,0.00006527073,0.0002622103,0.00009660438],"domain_scores_gemma":[0.9990373,0.0002471507,0.0001367203,0.00005067883,0.0004292523,0.00009898643],"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":[0.0002017093,0.00002969305,0.002160513,0.0001025822,0.000008289646,0.00005360476,0.000148727,0.0002669056,0.990899,0.00003524227,0.00004611039,0.006047586],"study_design_scores_gemma":[0.000003451726,0.0003531954,0.01458743,0.00000925149,0.00001780763,0.00003390661,0.0001063817,0.002464225,0.98158,0.00002490172,0.0008076939,0.00001184575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860203,0.001065896,0.009701239,0.00002455946,0.00002296884,0.0001053277,0.0006732501,0.0002092946,0.002177262],"genre_scores_gemma":[0.9915399,0.0005588718,0.005590911,0.00001976333,0.000006492653,0.0001104854,0.0004701184,0.00006512221,0.001638402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007374246,"threshold_uncertainty_score":0.01466268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371692928754612,"score_gpt":0.3160746033324323,"score_spread":0.2923576740448862,"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."}}