{"id":"W1551025339","doi":"10.1002/3527606750.ch12","title":"Manufacturing and Materials Science Applications","year":2005,"lang":"en","type":"other","venue":"","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Papermaking; Ceramic; Materials science; Engineering; Polymer science; Nanotechnology; Process engineering; Metallurgy; Composite material","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":[0.000512391,0.001390627,0.0006139437,0.00153289,0.001109998,0.002195074,0.001119436,0.00121933,0.1189327],"category_scores_gemma":[0.0003927679,0.000423707,0.0006068866,0.001273311,0.0004107115,0.001511507,0.001549532,0.00107175,0.08669021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000978639,"about_ca_system_score_gemma":0.0008974774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007683892,"about_ca_topic_score_gemma":0.001958732,"domain_scores_codex":[0.9991884,0.00003355298,0.00002692671,0.0001148351,0.0005658754,0.00007038136],"domain_scores_gemma":[0.9997808,0.00001721894,0.00001228132,0.00005365483,0.0001103289,0.00002562263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008075246,0.0001914769,0.000261755,0.0009547446,0.00001372585,0.0002538021,0.0001194481,0.0007620117,0.1255846,0.03051595,0.1787821,0.6624797],"study_design_scores_gemma":[0.00000408199,0.00003642161,0.0003256489,0.00003614162,0.000004223266,0.0001490153,0.00002332284,0.0002513731,0.01886795,0.001934048,0.9783623,0.000005561845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004174281,0.0098259,0.02113718,0.001231565,0.002862488,0.0002527955,0.001073341,0.001155073,0.9582874],"genre_scores_gemma":[0.01392717,0.00880075,0.01803102,0.000791916,0.0004968513,0.0001190271,0.001503599,0.0002357089,0.956094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1189327,"threshold_uncertainty_score":0.3978697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009091315407899415,"score_gpt":0.2441576360109195,"score_spread":0.2350663206030201,"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."}}