{"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":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0002506268,0.0001555786,0.0002395435,0.00007385881,0.000139196,0.0003504725,0.005745778,0.0002241555,0.00007999631],"category_scores_gemma":[0.00001669096,0.0001334734,0.00009211792,0.0001035243,0.00005503876,0.00008381743,0.001078036,0.00009292262,0.0002567791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367378,"about_ca_system_score_gemma":0.000146105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002588603,"about_ca_topic_score_gemma":0.0003600363,"domain_scores_codex":[0.9988745,0.00006521172,0.0001177617,0.0003676347,0.0002790792,0.0002958168],"domain_scores_gemma":[0.9959936,0.00007068226,0.000175252,0.003589305,0.00007657823,0.00009463818],"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":[7.365384e-7,0.00001039064,0.00000854216,0.00008038917,0.00002152328,0.000001253974,0.000003091414,0.00001517558,2.110701e-7,0.08028787,0.8701535,0.04941725],"study_design_scores_gemma":[0.0001587954,0.00002197208,0.000006159151,0.0001801226,0.000002225873,0.000004432811,0.000003473854,0.03183898,0.000003147163,0.00008325639,0.9675503,0.0001471006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.150473e-8,0.0008861612,0.4196819,0.0000666921,0.0003205502,0.0005106127,0.00001656289,0.0004737226,0.5780437],"genre_scores_gemma":[0.001107899,0.0001267153,0.05602967,0.00002497825,0.0002979338,0.0005414783,0.00001403212,0.0000951973,0.9417621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3637184,"threshold_uncertainty_score":0.9996336,"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."}}