{"id":"W4231938830","doi":"10.1007/978-1-4939-7131-2_100675","title":"Mobile Network","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"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":["insufficient_payload"],"category_scores_codex":[0.0003271266,0.0004192019,0.0003527171,0.000107892,0.0001185389,0.000201958,0.001975242,0.0002278792,0.007923102],"category_scores_gemma":[0.000001832415,0.0003859081,0.0002009972,0.00007930394,0.00008287463,0.0001571959,0.001457449,0.0002412873,0.008607421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434247,"about_ca_system_score_gemma":0.00007668934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004466574,"about_ca_topic_score_gemma":0.00001701045,"domain_scores_codex":[0.9977021,0.00001944,0.0003817661,0.0008988167,0.0004898589,0.0005079729],"domain_scores_gemma":[0.9974167,0.00005529508,0.0002146849,0.00206734,0.00008816185,0.0001577908],"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":[0.000001055305,0.000003888902,4.716178e-7,0.000008775452,0.00004162166,0.00002981559,0.00001548781,0.0004591971,7.79626e-8,0.4444917,0.5272166,0.02773135],"study_design_scores_gemma":[0.00009184035,0.0002058667,8.168652e-7,0.00006782934,0.00001943413,0.000003548139,6.189096e-7,0.007526227,0.000003616437,0.07622605,0.9154529,0.0004012519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.630817e-7,0.0005851316,0.2915463,0.00003540042,0.001182795,0.0005231916,0.000001151647,0.0004240183,0.7057017],"genre_scores_gemma":[0.00006518446,0.0002912277,0.03772612,0.00206022,0.001803819,0.00008579093,0.00001499374,0.00005461689,0.957898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3882363,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497484375812542,"score_gpt":0.2160887193483036,"score_spread":0.2011138755901782,"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."}}