{"id":"W2214558717","doi":"10.1149/06907.0147ecst","title":"New Insights into Sequential Infiltration Synthesis","year":2015,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Materials science; Quartz crystal microbalance; Chemical engineering; Copolymer; Fourier transform infrared spectroscopy; Polymer; Adsorption; Transmission electron microscopy; Resist; Synchrotron; Nanotechnology; Chemistry; Composite material; Optics; Organic 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":[0.00003147995,0.00008206996,0.00008587765,0.00005840393,0.00004162248,0.00005274693,0.0000553153,0.0000599674,0.0004413101],"category_scores_gemma":[0.000005431571,0.00008100257,0.00003203221,0.00009717689,0.000008559369,0.0002931082,9.364658e-7,0.00005346277,0.00014803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004386617,"about_ca_system_score_gemma":0.00003948713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002442506,"about_ca_topic_score_gemma":0.0002306524,"domain_scores_codex":[0.9996088,0.00001218178,0.0001236547,0.00007973777,0.00008740175,0.00008824631],"domain_scores_gemma":[0.9997332,0.00001887485,0.00001014081,0.000105225,0.00002094556,0.0001116207],"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":[0.00001462,0.00002749126,0.00002700517,0.00005992122,0.0001112589,0.000004012362,0.004994957,0.06694909,0.913062,0.0003778156,0.005108551,0.009263299],"study_design_scores_gemma":[0.0002518937,0.0000201928,0.0001421422,0.00002097157,0.00006071625,0.000008960978,0.00030368,0.00455021,0.9224167,0.001475895,0.07050752,0.0002411241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7761228,0.0005856178,0.2115103,0.00009629199,0.002773448,0.0001073147,0.000006014818,0.0006279029,0.008170313],"genre_scores_gemma":[0.9974343,0.0000394221,0.002165202,0.00001350351,0.0002150945,0.00001335473,0.000004109999,0.00001744027,0.00009760253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2213115,"threshold_uncertainty_score":0.4832037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262553674240794,"score_gpt":0.2303667986263299,"score_spread":0.2041114312022505,"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."}}