{"id":"W2118405758","doi":"10.1145/1066677.1066902","title":"Pocket PC beacons","year":2005,"lang":"en","type":"article","venue":"","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wheelchair; Beacon; Computer science; Embedded system; Remote control; Server; Human–computer interaction; Real-time computing; Computer hardware; Computer network","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":[0.00001697153,0.00004720582,0.00004322634,0.00004182381,0.00001912264,0.00000983999,0.00006474707,0.00004675228,0.0008312219],"category_scores_gemma":[0.000007935863,0.0000418278,0.0000167963,0.00007430173,0.00001309313,0.00005514963,0.000009815558,0.00004566824,0.000399768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001711729,"about_ca_system_score_gemma":0.000002159548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001525397,"about_ca_topic_score_gemma":0.00001017449,"domain_scores_codex":[0.9997516,0.000001262831,0.00006421915,0.00004297993,0.00003731131,0.000102628],"domain_scores_gemma":[0.9998705,0.000006565124,0.000002791616,0.00009640084,0.000008340578,0.00001534266],"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":[0.00000221916,0.00003198266,0.00155562,0.00003410918,0.00005283283,0.000005172799,0.000345791,0.06086615,0.005150277,0.1281464,0.3684362,0.4353733],"study_design_scores_gemma":[0.0002017718,0.000009608487,0.0003212853,0.000004028988,0.000005012758,0.000004320148,0.0001495745,0.05643336,0.2564116,0.0007941406,0.6854633,0.0002020297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06849035,0.0006915735,0.1783762,0.001218943,0.0003334601,0.0001241467,0.000005704967,0.008165522,0.7425941],"genre_scores_gemma":[0.9952979,0.00002794105,0.002912451,0.0002402319,0.00004594407,0.000003786425,0.000002350248,0.000009535435,0.001459864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9268075,"threshold_uncertainty_score":0.9101297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00407620852956119,"score_gpt":0.1757805556821647,"score_spread":0.1717043471526035,"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."}}