{"id":"W2791882145","doi":"10.1115/1.2015-jul-1","title":"Tech Transfer Ultra-Light","year":2015,"lang":"en","type":"article","venue":"Mechanical Engineering","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Airplane; Impulse (physics); Mechanical engineering; Engineering; Materials science; Aerospace engineering","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":[0.0003166801,0.0005964743,0.0002622466,0.001436756,0.001081872,0.00193937,0.0009085066,0.001175348,0.1274954],"category_scores_gemma":[0.0003289347,0.0003783217,0.0004857108,0.0007561013,0.0004416952,0.001881006,0.002104363,0.001369722,0.07228037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007257482,"about_ca_system_score_gemma":0.0005023666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000505525,"about_ca_topic_score_gemma":0.0008166489,"domain_scores_codex":[0.9995346,0.0000222275,0.00001260254,0.00007259552,0.0002808313,0.00007713748],"domain_scores_gemma":[0.9997752,0.00002665806,0.00001445939,0.00006009125,0.0000874944,0.00003608156],"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":[0.0002109818,0.0001772639,0.001295128,0.0008255019,0.00002104745,0.0006514489,0.0003635472,0.0006683926,0.1656796,0.04750972,0.2200003,0.562597],"study_design_scores_gemma":[0.00001072999,0.00007965723,0.0005271536,0.0000653236,0.000007790699,0.0008062996,0.0000879062,0.0006710211,0.04648097,0.002610924,0.9486346,0.000017575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01527312,0.00734381,0.06708083,0.001730905,0.003002725,0.0002583709,0.001060722,0.006039768,0.8982098],"genre_scores_gemma":[0.1279097,0.007683094,0.03756646,0.001956049,0.0008137628,0.0003686063,0.002839916,0.00171097,0.8191515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1274954,"threshold_uncertainty_score":0.4265146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212033754511948,"score_gpt":0.1826681695454362,"score_spread":0.1705478320003167,"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."}}