{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481253,0.000372033,0.0003582335,0.0002423169,0.0002045857,0.0006869665,0.0004276696,0.0005728668,0.003531952],"category_scores_gemma":[0.0003667616,0.0003004235,0.0002760531,0.0001795112,0.0006963368,0.001752713,0.0004859628,0.00101756,0.0008906837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090842,"about_ca_system_score_gemma":0.0003260082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325933,"about_ca_topic_score_gemma":0.0004099293,"domain_scores_codex":[0.9997991,0.00002500541,0.000009698283,0.000060956,0.00006542038,0.00003986395],"domain_scores_gemma":[0.9998851,0.0000434795,0.00001891025,0.00002529296,0.00001592237,0.00001118737],"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":[0.0001389135,0.0001242331,0.0003017243,0.0008002668,0.0000165018,0.0003589926,0.0002920149,0.004718821,0.7351422,0.1845131,0.001516738,0.07207651],"study_design_scores_gemma":[0.00008338827,0.0008476488,0.0008080554,0.0001309243,0.00003850563,0.001354944,0.0001907674,0.05923437,0.6258319,0.1190422,0.1923751,0.00006222384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3095425,0.04199336,0.5211154,0.003825269,0.00100125,0.0002281638,0.000409647,0.001290493,0.120594],"genre_scores_gemma":[0.8449562,0.02358644,0.1082556,0.001134408,0.0002604073,0.0002325308,0.0002676227,0.0002853239,0.02102169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003531952,"threshold_uncertainty_score":0.01181561,"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."}}