{"id":"W4233985910","doi":"10.4018/978-1-59904-492-7.ch014","title":"Engineering Wireless Mobile Applications","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Wireless; Computer science; Unix; Wireless network; Embedded system; Software; Mobile phone; Mobile wireless; Operating system","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":[0.00005986133,0.0003277025,0.0002832456,0.00006476387,0.0001022484,0.00009877147,0.001373969,0.0002829068,0.00003693558],"category_scores_gemma":[0.0000010196,0.000353489,0.0001652961,0.00003836826,0.00004478273,0.00006670184,0.000369898,0.0002275593,0.001291683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185834,"about_ca_system_score_gemma":0.0001416503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002869428,"about_ca_topic_score_gemma":0.000009615467,"domain_scores_codex":[0.9985393,0.000004152765,0.0003116208,0.0006294961,0.0002293292,0.000286154],"domain_scores_gemma":[0.9980889,0.0000243654,0.0001482908,0.001460727,0.00009545992,0.0001822783],"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":[4.920421e-7,0.000009199995,0.000001081359,0.00001684383,0.00002678837,0.000004045017,0.00002333916,0.000009178395,0.00002763053,0.958822,0.0009625006,0.04009687],"study_design_scores_gemma":[0.0000818004,0.00002599845,0.000006368388,0.00004005121,0.00002660634,0.00002909472,7.377018e-7,0.0004447293,0.0001320421,0.3626989,0.6360886,0.0004251012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003554618,0.000149382,0.3169015,0.00001058447,0.0001019539,0.0006575736,0.00004024242,0.0003571803,0.681778],"genre_scores_gemma":[0.3058571,0.0001321464,0.06623065,0.001677959,0.002238118,0.01395082,0.00005591376,0.0003535457,0.6095037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6351261,"threshold_uncertainty_score":0.9998917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257936679426897,"score_gpt":0.2188369489695901,"score_spread":0.2062575821753211,"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."}}