{"id":"W4382795691","doi":"10.1038/s41598-023-37686-w","title":"A new detection algorithm for alien intrusion on highway","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Intrusion detection system; Intrusion; Set (abstract data type); Feature (linguistics); Data mining; Data set; Object (grammar); Feature extraction; Pattern recognition (psychology); Artificial intelligence; Algorithm","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":[0.0004600929,0.000793365,0.000978771,0.002093675,0.0005425624,0.001006768,0.00141337,0.000943957,0.00160618],"category_scores_gemma":[0.001008577,0.0003557939,0.0007372614,0.001344914,0.0003414718,0.001386644,0.001116067,0.000853473,0.001071094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006298726,"about_ca_system_score_gemma":0.0009470982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351789,"about_ca_topic_score_gemma":0.006809392,"domain_scores_codex":[0.9993925,0.0000271618,0.00005145677,0.0002308817,0.0002031521,0.0000948258],"domain_scores_gemma":[0.9995195,0.00005665619,0.00005448178,0.00005688179,0.0002875179,0.00002500259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002582808,0.0001544476,0.006139071,0.0001696327,0.0001058499,0.0002231222,0.0001179517,0.02731523,0.05984707,0.002576148,0.01185421,0.891239],"study_design_scores_gemma":[0.00006298654,0.0002053356,0.006285579,0.00002352405,0.00006957667,0.00067777,0.0001036061,0.9312308,0.04227584,0.001719716,0.01729101,0.00005431841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05607361,0.0008385284,0.9315323,0.0002813356,0.0002627127,0.000206787,0.000529791,0.00789638,0.002378465],"genre_scores_gemma":[0.2513337,0.0005916366,0.7388628,0.0003396757,0.0001402412,0.0002086833,0.002304256,0.0002397804,0.005979322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006351789,"threshold_uncertainty_score":0.01262963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163893462890505,"score_gpt":0.2656549660213553,"score_spread":0.2492656197323048,"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."}}