{"id":"W7164577401","doi":"10.4050/sm_helmot_2018-4242","title":"Sikorsky - Boeing Team: Defiant","year":2018,"lang":"","type":"article","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Airframe; Point (geometry); Feature (linguistics); Pilotage","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001919989,0.00118549,0.0004259057,0.0009314566,0.001920117,0.003223013,0.0008021475,0.001769016,0.507887],"category_scores_gemma":[0.00171051,0.0002896089,0.0003428364,0.0004050848,0.000471934,0.001746973,0.001935238,0.001984534,0.3043953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274462,"about_ca_system_score_gemma":0.002619904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019245,"about_ca_topic_score_gemma":0.01224191,"domain_scores_codex":[0.9988298,0.00007391963,0.00002325383,0.0001798423,0.0006864846,0.000206821],"domain_scores_gemma":[0.9977563,0.00007446697,0.00005128251,0.00007178567,0.001149514,0.0008966524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001012663,0.00004878462,0.0002309858,0.00004816676,0.000001883242,0.00007527845,0.00005882786,0.00007639394,0.001061907,0.001038994,0.9636787,0.03357879],"study_design_scores_gemma":[0.00001671371,0.00009211314,0.0005822251,0.00003739421,0.00000232855,0.00009088202,0.0001264791,0.0001245322,0.0007463684,0.0003856576,0.997788,0.000007352789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0085352,0.00281577,0.005128486,0.02807657,0.02702465,0.0007506847,0.006420041,0.004197396,0.9170511],"genre_scores_gemma":[0.006720276,0.0004080429,0.0008204085,0.0007647974,0.0005426108,0.00005243881,0.001711932,0.0005884375,0.9883912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.507887,"threshold_uncertainty_score":0.7019395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447013191773226,"score_gpt":0.2397857849729171,"score_spread":0.2253156530551849,"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."}}