{"id":"W3215995821","doi":"10.1109/icsme52107.2021.00035","title":"Energy Efficient Guidelines for iOS Core Location Framework","year":2021,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Energy consumption; Sample (material); Core (optical fiber); Documentation; Energy (signal processing); Service (business); Set (abstract data type); Location-based service; Database; Operating system; Engineering; Telecommunications","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":[0.004352489,0.002358567,0.0007247556,0.003149621,0.0009810252,0.002026739,0.003195691,0.001839741,0.005645933],"category_scores_gemma":[0.02824575,0.001767961,0.00111469,0.001138028,0.0009383525,0.003598311,0.001960704,0.002279091,0.00357605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368962,"about_ca_system_score_gemma":0.003149054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702467,"about_ca_topic_score_gemma":0.01700602,"domain_scores_codex":[0.9929342,0.001789944,0.0008734508,0.0007140022,0.002852057,0.0008364035],"domain_scores_gemma":[0.9872501,0.00453262,0.000982022,0.002639979,0.004297673,0.0002975689],"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":[0.001541553,0.001710939,0.03871319,0.004324621,0.0001494879,0.003995648,0.006217799,0.0654657,0.1598425,0.04232404,0.1151305,0.560584],"study_design_scores_gemma":[0.0006404017,0.001601271,0.03108832,0.002477398,0.0004226194,0.003723213,0.004003725,0.2871404,0.2024573,0.03474353,0.430848,0.0008538616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2617456,0.003729119,0.5831732,0.004369548,0.0004578345,0.00537916,0.005191416,0.08829469,0.04765948],"genre_scores_gemma":[0.4331295,0.001062555,0.5321347,0.001219795,0.00004768905,0.003596939,0.004871428,0.01237292,0.01156448],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00702467,"threshold_uncertainty_score":0.02301848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946219975230235,"score_gpt":0.2959358604512886,"score_spread":0.2564736606989862,"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."}}