{"id":"W2587627422","doi":"10.1109/wf-iot.2016.7845406","title":"Location-based services on a smart campus: A system and a study","year":2016,"lang":"en","type":"article","venue":"","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Services computing; Location-based service; Web service; Android (operating system); Scope (computer science); World Wide Web; Service delivery framework; Service (business); Database; Computer network; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.00005336533,0.00008095938,0.00008004899,0.00008227389,0.0000347869,0.00001966179,0.00006936663,0.00004241222,0.00001235564],"category_scores_gemma":[0.00000767756,0.000048683,0.000008924196,0.0001200386,0.00001376911,0.00004208919,0.000009892866,0.00002332439,0.00005821128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951441,"about_ca_system_score_gemma":0.000005641654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003952948,"about_ca_topic_score_gemma":0.0001023524,"domain_scores_codex":[0.99962,0.000008952678,0.0000989609,0.0001027321,0.00007474721,0.00009463981],"domain_scores_gemma":[0.9997278,0.00004324527,0.00001071073,0.0001650612,0.00003256895,0.00002064197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001967086,0.0008268885,0.7224069,0.006968914,0.0006042778,0.00009478162,0.005432957,0.04909303,0.006342207,0.07727151,0.002715626,0.1280462],"study_design_scores_gemma":[0.01186469,0.001775861,0.09897609,0.002826119,0.0001581955,0.00002084426,0.0446442,0.7124877,0.119003,0.0004501374,0.005633127,0.002160054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319261,0.00008985311,0.0606863,0.0001349843,0.0001522442,0.0003895627,0.000003028077,0.002787235,0.003830636],"genre_scores_gemma":[0.9997149,0.000002133526,0.00009056642,0.00004328476,0.00001034776,0.00004001925,5.33899e-7,0.00001184268,0.00008642612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6633947,"threshold_uncertainty_score":0.1985235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004465165142618355,"score_gpt":0.1879194434336071,"score_spread":0.1834542782909887,"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."}}