{"id":"W4251551555","doi":"10.1007/978-1-4614-6170-8_100111","title":"Communication Network","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004795618,0.0002671674,0.0002632891,0.00007423481,0.0001273924,0.0001635723,0.002356221,0.0001617774,0.0006669777],"category_scores_gemma":[0.000002949676,0.0002568882,0.000123657,0.00004666059,0.00004418268,0.00008650651,0.001369755,0.0002689027,0.001807242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051486,"about_ca_system_score_gemma":0.00003358933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001001705,"about_ca_topic_score_gemma":0.00003914176,"domain_scores_codex":[0.9985663,0.00004612025,0.0003221919,0.0004642839,0.0003290735,0.0002720049],"domain_scores_gemma":[0.996493,0.0001327179,0.0002403511,0.002988899,0.00005866357,0.00008634356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.718621e-7,0.000001723198,6.454826e-7,0.000006542773,0.00002125696,0.000002171482,0.000004297932,0.001259637,2.83561e-8,0.6803243,0.2572001,0.06117883],"study_design_scores_gemma":[0.00007559414,0.00002698502,0.000004752501,0.00007928957,0.00001427781,0.000001303409,1.600626e-7,0.02527395,7.12031e-7,0.09579775,0.8784729,0.0002522895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.284493e-8,0.0003959249,0.448256,0.0003949602,0.0002189277,0.0001998924,2.120383e-7,0.0002234342,0.5503106],"genre_scores_gemma":[0.000445951,0.0005009781,0.06028452,0.003293926,0.0003634821,0.00002853468,0.00003389635,0.00003653405,0.9350122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6212728,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552828878983569,"score_gpt":0.2090507097060217,"score_spread":0.193522420916186,"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."}}