{"id":"W2527077521","doi":"10.12785/ijcds/050101","title":"Introduction to Special Issue on: Mobile Applications","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Digital Systems","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Putra Malaysia; Thompson Rivers University; Guangdong University of Petrochemical Technology; University of Nebraska-Lincoln; Universiti Teknikal Malaysia Melaka; Cisco Systems; Central Michigan University; Eastern Kentucky University; Madurai Kamaraj University; National Chengchi University; City University of Hong Kong","keywords":"Computer science; Systems engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803621,0.00007621756,0.0001166773,0.0001596292,0.00005264785,0.0004220399,0.0005430087,0.00002433027,0.000008945336],"category_scores_gemma":[0.00003572757,0.00005220996,0.00004621506,0.0001199584,0.00002093764,0.0003786987,0.0001096471,0.00005148037,0.0001605943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005929252,"about_ca_system_score_gemma":0.00003058599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001944167,"about_ca_topic_score_gemma":1.482137e-7,"domain_scores_codex":[0.9990147,0.00001535613,0.0003554541,0.0001763274,0.0003418111,0.00009632953],"domain_scores_gemma":[0.9990135,0.0001297983,0.0002113159,0.0001702447,0.0003632459,0.0001118962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001622188,0.0001160198,0.000427085,0.000004392118,0.00005125335,0.00000663451,0.0002147211,0.001215031,0.0004293008,0.07376935,0.04598612,0.8777639],"study_design_scores_gemma":[0.0002395902,0.0001609587,0.0003885231,0.00006218874,0.000002025926,0.0002745061,0.00003919528,0.0005172013,0.0002232777,0.0008541675,0.9971513,0.00008702962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0187539,0.0000481046,0.96429,0.006724755,0.002601882,0.0002501472,0.0000109249,0.00004102848,0.007279242],"genre_scores_gemma":[0.9714214,0.000009408144,0.0009231308,0.000113005,0.02686986,0.00001396453,9.384129e-7,0.000005014644,0.0006432277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9633669,"threshold_uncertainty_score":0.4069741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006688781208321723,"score_gpt":0.2568159350251307,"score_spread":0.250127153816809,"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."}}