{"id":"W4412542299","doi":"10.1017/9781316810033.009","title":"Global System for Mobile [GSM]","year":2017,"lang":"en","type":"other","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GSM; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006514688,0.0008294023,0.0006271941,0.001470157,0.0009848356,0.001989605,0.0008675403,0.001290397,0.1127253],"category_scores_gemma":[0.001893916,0.0001940503,0.0003225939,0.002013843,0.0004230485,0.001646358,0.002188372,0.001618137,0.1267737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008717182,"about_ca_system_score_gemma":0.001885614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003319814,"about_ca_topic_score_gemma":0.00240956,"domain_scores_codex":[0.9992824,0.0001568774,0.00005333898,0.00008420917,0.0002931519,0.0001299635],"domain_scores_gemma":[0.9992912,0.00005723994,0.00004702568,0.0001112252,0.0004256769,0.00006767334],"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":[0.0001255313,0.00004590009,0.0008352821,0.0003770179,0.00002264717,0.0002340311,0.0002071388,0.0006340012,0.004026768,0.03270525,0.6902879,0.2704986],"study_design_scores_gemma":[0.00001034565,0.00003524832,0.0003287713,0.00007936017,0.000007213993,0.0001151284,0.00003607151,0.0002626538,0.0004661199,0.001475207,0.9971727,0.00001118589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004883638,0.008018211,0.0313592,0.004941045,0.003893468,0.001067226,0.0223146,0.01804996,0.9054727],"genre_scores_gemma":[0.06543395,0.01822695,0.04228682,0.007606074,0.002084502,0.001538022,0.06818949,0.003159827,0.7914745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1127253,"threshold_uncertainty_score":0.3771038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149304082617339,"score_gpt":0.3396887125965398,"score_spread":0.3081956717703664,"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."}}