{"id":"W227221520","doi":"","title":"Locked Down Not Out: A Swarm of Portable Technologies Is Creating Security Headaches for School Districts, as They Must Wrestle, with Opposing Needs: How to Protect the Network from Unauthorized Use While Still Keeping It Accessible to Staff and Students","year":2007,"lang":"en","type":"article","venue":"T.H.E. Journal Technological Horizons in Education","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Hacker; Roaming; Computer science; The Internet; World Wide Web; Internet privacy; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336346,0.0009837657,0.000646235,0.001417333,0.01213733,0.01509822,0.001279869,0.004599146,0.03805293],"category_scores_gemma":[0.006053817,0.0008400765,0.0007433111,0.001721662,0.007404044,0.01951382,0.009980003,0.006541787,0.01697908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00308425,"about_ca_system_score_gemma":0.003728399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004780201,"about_ca_topic_score_gemma":0.007400468,"domain_scores_codex":[0.9964546,0.0009883526,0.0001063589,0.0006634944,0.0009799539,0.0008072686],"domain_scores_gemma":[0.9945711,0.0008605082,0.0005334179,0.0009697064,0.0008082763,0.002257031],"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":[0.000244409,0.0002812878,0.01095232,0.0006319819,0.0001093673,0.001153516,0.02558712,0.0007707307,0.007710491,0.08232576,0.6051775,0.2650557],"study_design_scores_gemma":[0.00003850141,0.000211181,0.005860872,0.0002583812,0.00005356154,0.0009309607,0.02601336,0.0004686359,0.001309367,0.01823542,0.9465277,0.00009208814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1088047,0.0113305,0.07921462,0.3773198,0.01375334,0.0003083085,0.0006611068,0.009541539,0.3990662],"genre_scores_gemma":[0.5888179,0.007056662,0.02598685,0.05452953,0.003505611,0.0002376029,0.0004808259,0.001797472,0.3175875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03805293,"threshold_uncertainty_score":0.1272997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03579883689065021,"score_gpt":0.3309346685350313,"score_spread":0.2951358316443811,"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."}}