{"id":"W1592657401","doi":"10.1002/9780470977569.ch12","title":"Silica Membranes – Preparation by Chemical Vapour Deposition and Characteristics","year":2011,"lang":"en","type":"other","venue":"","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Membrane; Chemical vapor deposition; Chemical engineering; Materials science; Deposition (geology); Hydrothermal circulation; Chemical stability; Chemistry; Nanotechnology; Geology; Engineering; Biochemistry","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":[0.0002848255,0.0003673315,0.0002386871,0.0004157544,0.0003890781,0.0003219895,0.0003498768,0.0003215466,0.004467214],"category_scores_gemma":[0.0002427642,0.0003351804,0.0002610673,0.000347384,0.0001946861,0.0007002499,0.000236504,0.0005898282,0.003111121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298114,"about_ca_system_score_gemma":0.0002596586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004706958,"about_ca_topic_score_gemma":0.0009679737,"domain_scores_codex":[0.9998271,0.000009939396,0.0000127045,0.00003181547,0.0001034104,0.00001502971],"domain_scores_gemma":[0.9999309,0.00001928526,0.000008772799,0.000009859345,0.00002732438,0.000003860224],"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":[0.00005312428,0.00002762997,0.0002195882,0.000315711,0.000007396937,0.00006784864,0.00006189872,0.000317453,0.9652014,0.002160982,0.001858707,0.02970821],"study_design_scores_gemma":[0.000006112698,0.00004906061,0.001704136,0.00002468217,0.000006679676,0.0003019171,0.00002375894,0.0003329852,0.9486781,0.000432687,0.04842704,0.00001289723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4890943,0.06750185,0.1968917,0.002982045,0.0009479965,0.001283982,0.006110927,0.001755625,0.2334316],"genre_scores_gemma":[0.6318853,0.06191183,0.1626551,0.0007975093,0.0003771643,0.0006974406,0.008538985,0.0008865682,0.13225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004467214,"threshold_uncertainty_score":0.01494431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009406858232016023,"score_gpt":0.2486276716806871,"score_spread":0.2392208134486711,"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."}}