{"id":"W2067033580","doi":"10.1142/s0129054107004784","title":"NETWORK DECONTAMINATION IN PRESENCE OF LOCAL IMMUNITY","year":2007,"lang":"en","type":"article","venue":"International Journal of Foundations of Computer Science","topic":"Artificial Immune Systems Applications","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Human decontamination; Vertex (graph theory); Upper and lower bounds; Computer science; Tree (set theory); Mathematical proof; Binary tree; Constructive; Node (physics); Protocol (science); Binary number; Theoretical computer science; Distributed computing; Graph; Mathematics; Combinatorics; Algorithm; Medicine; Arithmetic; Engineering; Process (computing)","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":[0.001210652,0.0008644274,0.001221094,0.0005983921,0.0009472431,0.001303556,0.001666847,0.001395954,0.00270379],"category_scores_gemma":[0.00784232,0.0003280825,0.0006709782,0.0005507646,0.001672023,0.003210237,0.002335068,0.001193987,0.0002761829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009321243,"about_ca_system_score_gemma":0.0004704789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009585662,"about_ca_topic_score_gemma":0.0009475053,"domain_scores_codex":[0.9985396,0.0003481062,0.00007735145,0.0003502177,0.0002958724,0.0003887934],"domain_scores_gemma":[0.9902193,0.006252113,0.001533824,0.001041778,0.0004888828,0.0004640504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006545521,0.0002104416,0.003674137,0.0009321666,0.0001449679,0.0009856136,0.0005754161,0.8231801,0.03992195,0.08588507,0.001526058,0.04230952],"study_design_scores_gemma":[0.00003933013,0.0004671787,0.0009797179,0.00004523473,0.0001080651,0.0006477925,0.0004245746,0.9248556,0.02146525,0.04736042,0.003575685,0.0000310561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3434805,0.001859844,0.6429037,0.0008768648,0.00007252354,0.0001543677,0.0001156463,0.0004139661,0.01012262],"genre_scores_gemma":[0.9492893,0.0007791162,0.04708628,0.00009950039,0.00003766933,0.00009600303,0.00008636899,0.00004300225,0.002482777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00270379,"threshold_uncertainty_score":0.009045064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411593980073721,"score_gpt":0.2913679085688274,"score_spread":0.2772519687680902,"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."}}