{"id":"W4250490823","doi":"10.32920/ryerson.14656239","title":"A solution to profiling for mobile computation cloud offloading","year":2021,"lang":"en","type":"preprint","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Profiling (computer programming); Computer science; Cloud computing; Software; Wind profiler; Acoustic Doppler current profiler; Database; Operating system; Telecommunications; Engineering","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":[0.00128891,0.001161937,0.0008935704,0.0008843013,0.001127793,0.002360673,0.002050488,0.00122837,0.003768017],"category_scores_gemma":[0.004897396,0.0007718211,0.000715913,0.0009861741,0.0005505054,0.003348116,0.002480503,0.002326336,0.002510015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007773901,"about_ca_system_score_gemma":0.001272111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438989,"about_ca_topic_score_gemma":0.001660463,"domain_scores_codex":[0.9976537,0.0004952106,0.0001974196,0.0004325372,0.000845867,0.0003753115],"domain_scores_gemma":[0.9974071,0.000267602,0.0001885579,0.001327841,0.0006449235,0.0001638985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008748522,0.0005210271,0.006447462,0.0005287009,0.0001698613,0.000906148,0.00117446,0.04441229,0.1340836,0.1007276,0.06028365,0.6498704],"study_design_scores_gemma":[0.0001130676,0.0003194389,0.003275367,0.0001573629,0.000121819,0.001170854,0.000399237,0.6616351,0.1263478,0.04015864,0.1661288,0.0001724528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01777646,0.0003063107,0.965141,0.0007279379,0.0002671267,0.0002977976,0.0002233426,0.00887877,0.006381278],"genre_scores_gemma":[0.3324905,0.0006148508,0.6500483,0.0009220849,0.0002165544,0.0003557793,0.001029587,0.001503439,0.01281887],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003768017,"threshold_uncertainty_score":0.01260531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939834069029005,"score_gpt":0.3092754893426938,"score_spread":0.2698771486524038,"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."}}