{"id":"W2011917159","doi":"10.1007/s005000100100","title":"Application of computational intelligence techniques in active networks","year":2001,"lang":"en","type":"article","venue":"Soft Computing","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Computational intelligence; Artificial intelligence","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":[0.0007096958,0.0004429986,0.0004519863,0.000935778,0.000609024,0.001730632,0.0009527231,0.0007487386,0.003498187],"category_scores_gemma":[0.003234475,0.0002371129,0.0003643654,0.001033452,0.001228537,0.002193504,0.001066099,0.001317763,0.0006635038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005416222,"about_ca_system_score_gemma":0.0004210137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005644692,"about_ca_topic_score_gemma":0.0005102954,"domain_scores_codex":[0.9996281,0.0001224429,0.00001683866,0.00004836522,0.0001583025,0.00002607372],"domain_scores_gemma":[0.9987823,0.0008061966,0.00006592576,0.0001475386,0.0001585717,0.00003936659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007710148,0.00008593192,0.0005312099,0.0003378415,0.00005037696,0.0001054917,0.0001943318,0.09057792,0.006671258,0.6975805,0.002726553,0.2010615],"study_design_scores_gemma":[0.00001852566,0.00003742458,0.0002436541,0.00006610119,0.00002486362,0.0001220566,0.0000568817,0.4935158,0.005424239,0.4763555,0.02412111,0.0000138458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01451149,0.005412795,0.9405891,0.001216154,0.0006510663,0.00005059537,0.00003678189,0.0002838897,0.03724818],"genre_scores_gemma":[0.6713446,0.01165129,0.295199,0.0003660868,0.0008985801,0.0001399801,0.00009678613,0.0001197216,0.020184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003498187,"threshold_uncertainty_score":0.01170266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154871012429722,"score_gpt":0.2713785765670486,"score_spread":0.2598298664427514,"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."}}