{"id":"W4400727880","doi":"10.1109/iwcmc61514.2024.10592382","title":"MavSec: A safer version of MavLink","year":2024,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"SAFER; Computer science; Computer security","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":[0.002575623,0.001042069,0.0007125597,0.001552123,0.0006057864,0.002577863,0.003256145,0.001470328,0.02926357],"category_scores_gemma":[0.009493575,0.0006960277,0.0007838607,0.0009170168,0.0007760286,0.004257485,0.00279576,0.00275826,0.01440486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007468926,"about_ca_system_score_gemma":0.001948566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685056,"about_ca_topic_score_gemma":0.0009147723,"domain_scores_codex":[0.9961636,0.0005509423,0.0005087791,0.0004113886,0.001831413,0.0005339235],"domain_scores_gemma":[0.9927818,0.0009081169,0.0005674668,0.003750122,0.001723119,0.0002693361],"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":[0.007069294,0.0008902918,0.005958068,0.001747512,0.0005198407,0.002058172,0.001212343,0.02974124,0.1212181,0.1182607,0.2515848,0.4597396],"study_design_scores_gemma":[0.0007630263,0.0008113663,0.00164002,0.0002940549,0.0001310417,0.001676181,0.0001847632,0.1243466,0.1254294,0.0246938,0.719736,0.0002937169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.03758171,0.001804432,0.6158212,0.00112458,0.001235767,0.002085244,0.005045902,0.2768063,0.05849498],"genre_scores_gemma":[0.5139612,0.002158817,0.3009616,0.001755142,0.0004698153,0.002271142,0.03052583,0.03970261,0.1081938],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02926357,"threshold_uncertainty_score":0.09789646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201048160514406,"score_gpt":0.4040763645214981,"score_spread":0.2839715484700575,"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."}}