{"id":"W2142134201","doi":"10.1103/physrevb.73.094127","title":"Deformation of silica aerogel during fluid adsorption","year":2006,"lang":"en","type":"article","venue":"Physical Review B","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Aerogel; Linear variable differential transformer; Materials science; Surface tension; Deformation (meteorology); Capillary condensation; Composite material; Adsorption; Porosity; Capillary action; Modulus; Porous medium; Transformer; Thermodynamics; Chemistry","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":[0.00003975572,0.00007999691,0.0001789424,0.000006990247,0.00002383561,0.000004639994,0.00006093223,0.00002133605,0.0001500957],"category_scores_gemma":[0.00001249595,0.00006715177,0.0001107962,0.00007949994,0.00001757282,0.0001276536,0.00001909342,0.00005534602,0.00007738097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002568746,"about_ca_system_score_gemma":0.000005659414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002613014,"about_ca_topic_score_gemma":0.000001216758,"domain_scores_codex":[0.999421,0.000006825238,0.000234375,0.00009510204,0.0001468667,0.00009584409],"domain_scores_gemma":[0.9996359,0.00001183674,0.0001321397,0.0001532198,0.0000442674,0.0000226522],"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":[0.000007111318,0.0001146148,0.0005098354,0.002250494,0.000006569185,2.340402e-7,0.00001793227,0.00006333557,0.9886137,0.00543664,0.00003272396,0.002946832],"study_design_scores_gemma":[0.0003046451,0.00001359962,0.01138192,0.00159672,0.00007778189,0.000004439871,0.000005841552,0.00352768,0.9772506,0.003945375,0.001700324,0.0001910466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873163,0.003319852,0.00002347667,0.00003970618,0.000008877624,0.00006049889,0.00000447207,0.00003629733,0.009190507],"genre_scores_gemma":[0.9988604,0.000795637,0.00002336081,0.00002195356,0.0001624118,0.00001516607,0.00005179841,0.000008823428,0.00006051045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154403,"threshold_uncertainty_score":0.273837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009380063114154015,"score_gpt":0.2546413027101445,"score_spread":0.2452612395959904,"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."}}