{"id":"W4399424247","doi":"10.1117/12.3013115","title":"Aerospace digital twins: examining applications of digital twin technology to unmanned aerial vehicles and satellites","year":2024,"lang":"en","type":"article","venue":"","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Aerospace; Aerospace engineering; Aeronautics; Computer science; Remote sensing; Engineering; Systems engineering; Geology","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":[0.0008478416,0.0002618061,0.0001226567,0.001952157,0.0006179605,0.002086208,0.000348982,0.0005769314,0.003761248],"category_scores_gemma":[0.002187173,0.0001174836,0.0002642124,0.002903034,0.0008499985,0.003375395,0.001117235,0.0005959938,0.0005365857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206264,"about_ca_system_score_gemma":0.000957003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131903,"about_ca_topic_score_gemma":0.004318215,"domain_scores_codex":[0.9994419,0.0001461054,0.00002025978,0.00005714886,0.000258052,0.00007650761],"domain_scores_gemma":[0.9990073,0.0003587654,0.0001126112,0.0000731507,0.0003517266,0.00009649863],"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":[0.0004371519,0.0003156369,0.02282676,0.0006386327,0.00003170817,0.001174562,0.00222559,0.007880325,0.0153914,0.180683,0.0130766,0.7553186],"study_design_scores_gemma":[0.0000483412,0.003221223,0.04783463,0.0006228691,0.0001276567,0.004754814,0.01285154,0.03761756,0.02602167,0.04010306,0.826708,0.00008867309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3890353,0.02599733,0.05479596,0.003900988,0.0007698393,0.000333422,0.0001941935,0.0002705692,0.5247024],"genre_scores_gemma":[0.8997202,0.03385868,0.02714852,0.001133726,0.0003461504,0.00007866147,0.0002472396,0.00008051167,0.03738646],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003761248,"threshold_uncertainty_score":0.01258266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326646696421147,"score_gpt":0.2361895354307262,"score_spread":0.2229230684665147,"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."}}