{"id":"W4288089835","doi":"","title":"Bluetooth Low Energy Makes \"Just Works\" Not Work","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bluetooth; Bluetooth Low Energy; Computer science; Work (physics); Embedded system; Telecommunications; Wireless; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.003669616,0.0006903314,0.0007651888,0.000525326,0.0005069184,0.001910851,0.01048448,0.0009097739,0.00006935066],"category_scores_gemma":[0.001163569,0.0007286213,0.0004194195,0.00130459,0.0004599993,0.0005668243,0.009648202,0.001551508,0.0001903552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015256,"about_ca_system_score_gemma":0.0005648099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005958319,"about_ca_topic_score_gemma":0.0004631856,"domain_scores_codex":[0.9919563,0.003957354,0.000923767,0.001578398,0.0007989445,0.0007852287],"domain_scores_gemma":[0.9841606,0.002299293,0.001000636,0.01032363,0.001960577,0.0002552461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001745575,0.0006043412,0.001031921,0.000184621,0.0001277365,0.000009000792,0.003694915,0.0007654446,0.0003436591,0.5376445,0.005966869,0.4496095],"study_design_scores_gemma":[0.004113435,0.000005265716,0.01470712,0.02559791,0.0002098537,0.00006113581,0.0009141027,0.2885723,0.3396608,0.07502617,0.2436149,0.007516968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01519076,0.004937565,0.9083746,0.03170431,0.0008565003,0.0005235409,0.00002986289,0.002293982,0.03608888],"genre_scores_gemma":[0.8442988,0.003707621,0.1402848,0.0006369348,0.00003480961,0.0001901092,0.0002191565,0.000076353,0.01055148],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.829108,"threshold_uncertainty_score":0.9995165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162423252365921,"score_gpt":0.2161918951864564,"score_spread":0.1999495699498643,"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."}}