{"id":"W2344900524","doi":"10.1021/acs.langmuir.6b01056","title":"Condensation in Nanoporous Packed Beds","year":2016,"lang":"en","type":"article","venue":"Langmuir","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Capillary condensation; Wetting; Condensation; Capillary action; Capillary pressure; Nanoporous; Materials science; Chemical physics; Evaporation; Chemical engineering; Colloid; Saturation (graph theory); Chemistry; Nanotechnology; Composite material; Porous medium; Thermodynamics; Adsorption; Physical chemistry; Porosity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003384039,0.00005151978,0.0000616716,0.00003683501,0.000006608241,0.000004561915,0.00004491507,0.00003976623,0.00006274172],"category_scores_gemma":[0.000005188051,0.00003764194,0.00001375128,0.00005577971,0.00001006961,0.00006591175,0.000006415069,0.00002615839,0.0001035546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004013482,"about_ca_system_score_gemma":0.000003135378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004708603,"about_ca_topic_score_gemma":0.00003950029,"domain_scores_codex":[0.9997116,0.000007130363,0.00007133017,0.00005456714,0.00004366012,0.0001117558],"domain_scores_gemma":[0.9998754,0.00001767481,0.000006819093,0.00007734665,0.000004831237,0.00001791377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001571425,0.00002706501,0.007439745,0.00003373069,0.00002708164,0.00004962492,0.0007044371,0.00009079446,0.9429383,0.02629847,0.0005826108,0.02179246],"study_design_scores_gemma":[0.01496039,0.0002317573,0.404192,0.0005131325,0.00006252199,0.0001171889,0.0003567742,0.1038432,0.2314386,0.16479,0.07661146,0.002882849],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902698,0.00004671367,0.0005126824,0.00008741679,0.0001348616,0.00003872184,0.00000829381,0.0001633026,0.008738195],"genre_scores_gemma":[0.999584,0.000008481024,0.00003620748,0.00001957043,0.00004449521,0.000005108163,0.000005384568,0.00001448426,0.0002823349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7114996,"threshold_uncertainty_score":0.1534994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003684057926051242,"score_gpt":0.1681340985104113,"score_spread":0.16445004058436,"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."}}