{"id":"W4402638350","doi":"10.4050/f-0073-2017-12099","title":"SB>1 Defiant Joint Multi-Role Technology Demonstrator: The Way Forward for Rotorcraft Manufacturing","year":2017,"lang":"en","type":"article","venue":"","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Joint (building); Computer science; Aeronautics; Automotive engineering; Engineering; Aerospace engineering; Structural 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003588829,0.0001834435,0.0002340746,0.0001244445,0.0006894793,0.0001969186,0.0006543181,0.0001959015,0.00007254244],"category_scores_gemma":[0.00007364935,0.0001149244,0.0001202734,0.00003528376,0.00008036926,0.0001419476,0.0001646008,0.000258478,0.0001681279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004951145,"about_ca_system_score_gemma":0.00001756083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004703072,"about_ca_topic_score_gemma":0.0001815901,"domain_scores_codex":[0.9988108,0.00001618832,0.0002764623,0.0002169988,0.0001871896,0.0004924188],"domain_scores_gemma":[0.9989116,0.00004761769,0.00005062188,0.0008449776,0.00005193328,0.00009324716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003810376,0.00004544211,0.004197591,0.0004108569,0.000251835,0.00001976928,0.0003770854,0.0002904424,0.1403848,0.0005599514,0.01167373,0.8417504],"study_design_scores_gemma":[0.0007041717,0.00004892008,0.002610602,0.00004680076,0.00001072753,0.00002608078,0.0003944424,0.02286988,0.8600064,0.0007668122,0.1122423,0.0002728548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883374,0.001335292,0.08000723,0.002649625,0.001189725,0.003666906,0.00004540411,0.001287595,0.02644423],"genre_scores_gemma":[0.9936719,0.00004802187,0.003521989,0.00001377469,0.0001242626,0.0004389954,0.000001916399,0.00004403511,0.002135137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8414775,"threshold_uncertainty_score":0.5302987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660866377437489,"score_gpt":0.2819541649515968,"score_spread":0.2453455011772219,"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."}}