{"id":"W2033656431","doi":"10.1006/jcis.2002.8472","title":"Magnetization Evolution in Network Models of Porous Rock under Conditions of Drainage and Imbibition","year":2002,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Imbibition; Wetting; Saturation (graph theory); Porous medium; Porosity; Materials science; Mineralogy; Mechanics; Geology; Geotechnical engineering; Physics; Composite material; Mathematics","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":[0.0003453021,0.0004120959,0.0006710815,0.000786246,0.0006088794,0.001301849,0.0009740991,0.001813744,0.001771042],"category_scores_gemma":[0.002568134,0.0004185279,0.0004445575,0.0004287646,0.001373118,0.001620244,0.0006278501,0.0003879226,0.0001475455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008174034,"about_ca_system_score_gemma":0.0005445913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008505885,"about_ca_topic_score_gemma":0.005051881,"domain_scores_codex":[0.9999142,0.00002763125,0.000003897952,0.00001830045,0.00001177387,0.00002414865],"domain_scores_gemma":[0.9989653,0.0005324809,0.0001845107,0.00004893984,0.00009881764,0.0001700535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002117411,0.0000748875,0.002417047,0.0000631432,0.00003778386,0.0002056414,0.00009510192,0.9670004,0.007950763,0.02033469,0.000367339,0.001241417],"study_design_scores_gemma":[0.00002115449,0.0000187346,0.0003616893,0.000002950269,0.000007987986,0.00002176325,0.00002319067,0.9949356,0.0005590047,0.00394937,0.00008981088,0.000008786149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759129,0.0004018875,0.01764853,0.0005433283,0.00002826045,0.00002261632,0.0002197888,0.0001085124,0.005114056],"genre_scores_gemma":[0.9970272,0.0001471156,0.001204928,0.0000210808,0.00001156893,0.0000113299,0.00008199819,0.00001704684,0.001477699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008505885,"threshold_uncertainty_score":0.01691276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009074574503133577,"score_gpt":0.2872115953776925,"score_spread":0.2781370208745589,"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."}}