{"id":"W2034489951","doi":"10.1021/la800986t","title":"Transmission X-ray Microscopy (TXM) Reveals the Nanostructure of a Smectite Gel","year":2008,"lang":"en","type":"article","venue":"Langmuir","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society Research Program; National Synchrotron Radiation Research Center","keywords":"Nanostructure; Transmission electron microscopy; Microscopy; X-ray; Materials science; Optics; Clay minerals; Mineralogy; Chemistry; Nanotechnology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009619111,0.00008864225,0.000144818,0.00002674142,0.0002169486,0.00001657408,0.0001831265,0.00005690828,0.0004659766],"category_scores_gemma":[0.00001883582,0.00005166061,0.00007528465,0.0001088921,0.0000951831,0.00007257039,0.00002063024,0.00009373968,0.00004791508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001201151,"about_ca_system_score_gemma":0.00002049679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301014,"about_ca_topic_score_gemma":0.00002249006,"domain_scores_codex":[0.9993336,0.00005330559,0.0001848023,0.0001437161,0.0001353609,0.0001492592],"domain_scores_gemma":[0.9995802,0.00005687851,0.00007493571,0.0002032042,0.00005075149,0.00003404112],"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":[0.00002013113,0.00002327463,0.0003768918,0.00001419643,0.000003712822,0.000005026792,0.00161945,0.00001854161,0.9863819,0.0001479903,0.011254,0.000134849],"study_design_scores_gemma":[0.0002867533,0.00005870485,0.02664072,0.00004942522,0.0000172018,0.00009848992,0.0001442496,0.00005831457,0.878902,0.0003030587,0.09330243,0.0001386317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965923,0.0002505319,0.0001442905,0.0007545231,0.0002927896,0.00009574015,0.00003547908,0.00003341023,0.001800873],"genre_scores_gemma":[0.9943756,0.00004468253,0.001023335,0.000269035,0.0001132309,0.000007389116,0.000005456429,0.0000102924,0.004150954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074799,"threshold_uncertainty_score":0.5102117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671673716708841,"score_gpt":0.2674231024787351,"score_spread":0.2507063653116467,"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."}}