{"id":"W4312873628","doi":"10.1007/978-981-19-4775-9_9","title":"Research on Intelligent Access of Space-Air-Ground Integrated Network","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in electrical engineering","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Access network; Computer science; Access technology; Variety (cybernetics); Robustness (evolution); Computer network; Wireless; Telecommunications; 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":[0.0003570855,0.0003774245,0.0003027049,0.0004214275,0.0002897802,0.001745074,0.000796492,0.0005075485,0.003973925],"category_scores_gemma":[0.0007032898,0.0001365393,0.0002296306,0.001120597,0.0004769848,0.003244449,0.0003610374,0.0006665435,0.0005946661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008353286,"about_ca_system_score_gemma":0.0006024405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244271,"about_ca_topic_score_gemma":0.000981005,"domain_scores_codex":[0.9997821,0.00003108712,0.000008701241,0.00006371021,0.00007643752,0.00003796742],"domain_scores_gemma":[0.999698,0.0001177932,0.00002035846,0.00003812234,0.0001041475,0.00002151106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000140779,0.0001234984,0.001614373,0.0005034736,0.00004558756,0.0002024797,0.000301371,0.03758973,0.02613607,0.4382854,0.009863356,0.4851939],"study_design_scores_gemma":[0.00003309414,0.0004684456,0.002828893,0.0002453416,0.0001165687,0.000918572,0.0007085287,0.4206272,0.03077302,0.2702757,0.272952,0.00005276067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.11024,0.121132,0.5094939,0.004849946,0.001985559,0.0001097727,0.0001744338,0.0005279657,0.2514865],"genre_scores_gemma":[0.7949412,0.08135125,0.05802119,0.0005957005,0.001099692,0.00005519224,0.0003284141,0.00005486644,0.06355248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003973925,"threshold_uncertainty_score":0.0132941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798654576373696,"score_gpt":0.2981829290695948,"score_spread":0.2501963833058579,"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."}}