{"id":"W4412406206","doi":"10.2172/2571690","title":"Sierra Space Technology Collaboration-Advanced Manufacturing of Thermal Protection System Tiles for Space Plane Atmospheric Reentry","year":2025,"lang":"en","type":"report","venue":"ORNL","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sierra Wireless (Canada)","funders":"","keywords":"Space (punctuation); Reentry; Aerospace engineering; Space Shuttle thermal protection system; Environmental science; Plane (geometry); Thermal; Engineering; Meteorology; Computer science; Physics; Geometry; Operating system; Mathematics; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001774118,0.0004079345,0.0007474876,0.0002043959,0.0000844005,0.0000231364,0.0002766823,0.001232962,0.00002116832],"category_scores_gemma":[0.0001253938,0.0004238227,0.0001083055,0.0005590949,0.00007251098,0.00006575668,0.0000565472,0.0004889488,0.000009270807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799587,"about_ca_system_score_gemma":0.0003054234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005317782,"about_ca_topic_score_gemma":0.00007843447,"domain_scores_codex":[0.9984469,0.00001863383,0.0004595434,0.0004150567,0.0002661594,0.000393673],"domain_scores_gemma":[0.9987384,0.00006294991,0.0002989798,0.0006139653,0.0002479309,0.00003778911],"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":[0.0007059998,0.0002255,0.0006064225,0.05517733,0.003502251,0.0002538335,0.0004254471,0.08308791,0.500288,0.008034322,0.06456574,0.2831273],"study_design_scores_gemma":[0.001218626,0.0003874929,0.0001288601,0.002301738,0.0002992071,0.0001369984,0.001385131,0.01063354,0.5473703,0.0001751493,0.4350088,0.0009541396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3596596,0.02995891,0.3425547,0.00288832,0.02089606,0.02429509,0.001314895,0.02197849,0.1964539],"genre_scores_gemma":[0.9626365,0.0008829359,0.01629303,0.000004297477,0.0003784645,0.001787817,0.0001776294,0.0002373832,0.01760192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029769,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008343928443819062,"score_gpt":0.2224823451498474,"score_spread":0.2141384167060283,"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."}}