{"id":"W2138273374","doi":"10.1002/ente.201402039","title":"Water Loss Versus Soaking Time: Spontaneous Imbibition in Tight Rocks","year":2014,"lang":"en","type":"article","venue":"Energy Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Imbibition; Petrophysics; Petroleum engineering; Geology; Oil shale; Hydraulic fracturing; Porosity; Tight gas; Geotechnical engineering; Tight oil; Petrology","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":[0.0001550885,0.0001284589,0.0002258929,0.0004037317,0.0001197972,0.0002486358,0.0001501665,0.0001148185,0.0007151415],"category_scores_gemma":[0.0004185189,0.00008766904,0.00009468239,0.0003863836,0.0002570113,0.0003712858,0.0001966222,0.0001999233,0.00007571434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002184,"about_ca_system_score_gemma":0.0001147412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283433,"about_ca_topic_score_gemma":0.003287661,"domain_scores_codex":[0.9999127,0.000008742973,0.000007059886,0.00001867102,0.0000315046,0.00002135466],"domain_scores_gemma":[0.9997074,0.0001112936,0.00009868699,0.00001842022,0.0000362883,0.00002800898],"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":[0.0003806083,0.00004687094,0.02401238,0.00005521694,0.0000145323,0.00007388807,0.00009200862,0.0009652619,0.9691246,0.00004781235,0.00001391883,0.005172835],"study_design_scores_gemma":[0.000006602267,0.0004463884,0.1378511,0.000003792427,0.00001260724,0.00009794378,0.0001509241,0.007545771,0.8536303,0.0000512426,0.000191616,0.00001166213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995027,0.00006831763,0.0002796904,0.000001733825,4.371206e-7,0.000001893854,0.000045691,0.000005955881,0.00009352333],"genre_scores_gemma":[0.9997537,0.00002900201,0.0001091354,8.014198e-7,3.569054e-7,0.000001813978,0.00003272248,0.000001961825,0.00007060355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002283433,"threshold_uncertainty_score":0.004540324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002303736962775549,"score_gpt":0.1729695358906486,"score_spread":0.1706657989278731,"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."}}