{"id":"W2144477386","doi":"10.1145/1555816.1555822","title":"BlueMonarch","year":2009,"lang":"en","type":"article","venue":"","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bluetooth; Backup; Computer science; Phone; Software; Embedded system; Mobile device; Wireless; Telecommunications; Operating system","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":[0.00005173324,0.00003273548,0.00003681228,0.00004678542,0.00004663564,0.00004607306,0.001203118,0.00002508035,0.000007809304],"category_scores_gemma":[0.00001153097,0.00002614005,0.00001525427,0.0002064639,0.00001488422,0.0001803415,0.0001131467,0.00005674163,0.00009211627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000456198,"about_ca_system_score_gemma":0.00001003941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001937093,"about_ca_topic_score_gemma":5.837334e-7,"domain_scores_codex":[0.9996853,0.000008167865,0.00005733033,0.00008901615,0.00006521102,0.00009495283],"domain_scores_gemma":[0.9992531,0.00001731549,0.00001190376,0.0006790219,0.0000184178,0.00002022804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[1.104751e-7,0.000009051627,0.00003074697,1.036822e-7,2.698681e-7,3.592243e-7,0.00001575947,0.000001046507,0.0001905475,0.6144001,0.001094521,0.3842574],"study_design_scores_gemma":[0.000350329,0.000263197,0.03815075,0.000008140999,0.000001105879,0.000022878,0.00007464323,0.0429515,0.0783526,0.717257,0.1221769,0.0003909461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006639302,0.0002088228,0.8126591,0.03786452,0.00003699658,0.00004526617,5.402717e-8,0.001727423,0.1408184],"genre_scores_gemma":[0.8830763,0.00003342187,0.1151174,0.001256467,0.000003655122,0.000001318576,1.393309e-7,5.787993e-7,0.0005107098],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8764369,"threshold_uncertainty_score":0.2235713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307846762166364,"score_gpt":0.2433141508405824,"score_spread":0.2302356832189187,"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."}}