{"id":"W2471951077","doi":"10.1007/s12652-016-0379-y","title":"Towards horizontally scalable apps","year":2016,"lang":"en","type":"article","venue":"Journal of Ambient Intelligence and Humanized Computing","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Scalability; Mobile device; Cloud computing; Mobile cloud computing; Mobile computing; Resource (disambiguation); Computer network; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221439,0.001311208,0.0008343565,0.0008316684,0.001158591,0.003292363,0.001811752,0.00123382,0.01506247],"category_scores_gemma":[0.004368365,0.0007543482,0.0006299912,0.0008772346,0.000983872,0.006436575,0.005997214,0.002553127,0.006067535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007249971,"about_ca_system_score_gemma":0.001754089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235681,"about_ca_topic_score_gemma":0.003938074,"domain_scores_codex":[0.9985541,0.0001925402,0.0000944145,0.0002858811,0.0006050523,0.0002680229],"domain_scores_gemma":[0.997551,0.0003984154,0.0001047163,0.0009974238,0.0008095283,0.0001389606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005523676,0.0005046389,0.003795133,0.0007090241,0.0001366779,0.001013949,0.0009916032,0.02041044,0.1019373,0.3263217,0.06588954,0.4777377],"study_design_scores_gemma":[0.0001767623,0.0004906185,0.002844438,0.0004170207,0.0002774269,0.0007751441,0.001787221,0.371401,0.08000846,0.3223985,0.219303,0.0001204569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1076338,0.003697156,0.7390165,0.005283476,0.002197891,0.00097831,0.001444119,0.01175471,0.1279941],"genre_scores_gemma":[0.5270037,0.002339383,0.4143548,0.001430954,0.00063076,0.0009947319,0.002599544,0.001132788,0.04951332],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01506247,"threshold_uncertainty_score":0.05038899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918366760331414,"score_gpt":0.2626126559841794,"score_spread":0.2334289883808652,"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."}}