{"id":"W4231625329","doi":"10.1109/glocomw.2014.7063404","title":"GC14 WS &amp;#x2014; TCS: Globecom 2014 workshop &amp;#x2014; Telecommunications standards &amp;#x2014; From research to standards &amp;#x2014; Program","year":2014,"lang":"en","type":"article","venue":"","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Physical Laboratory; Istituto Nazionale di Ricerca Metrologica; Austrian Institute of Technology; National Institute of Standards and Technology; University of Waterloo; Huawei Technologies; Sejong University","keywords":"Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001738707,0.001122271,0.0006833464,0.001782991,0.002556445,0.006270984,0.001225054,0.002308971,0.4040165],"category_scores_gemma":[0.002117119,0.0003803313,0.0003587026,0.00179991,0.000877391,0.001807421,0.001609777,0.001360383,0.3084019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391622,"about_ca_system_score_gemma":0.005512577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0423537,"about_ca_topic_score_gemma":0.0752692,"domain_scores_codex":[0.9988928,0.0001739598,0.00002948371,0.0001755632,0.0005234577,0.0002046214],"domain_scores_gemma":[0.9972186,0.0002372846,0.00008600905,0.0002841323,0.001668934,0.00050498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000101651,0.0000678119,0.0001883197,0.00005516156,0.000007284385,0.00002728683,0.00003346333,0.0004974948,0.001935313,0.007207836,0.9307162,0.05916221],"study_design_scores_gemma":[0.00002197312,0.00004314089,0.0006450329,0.00004660814,0.000008211257,0.00002171185,0.00008298821,0.00288547,0.005193017,0.002329119,0.9887065,0.0000161663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00433306,0.0005979258,0.01839219,0.008460261,0.003878683,0.0004380568,0.009000853,0.006771741,0.9481273],"genre_scores_gemma":[0.009027771,0.0002834041,0.004303158,0.0004146725,0.0003088555,0.00006602624,0.004717685,0.00129727,0.9795812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4040165,"threshold_uncertainty_score":0.8500981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08973078899604238,"score_gpt":0.400870171286323,"score_spread":0.3111393822902806,"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."}}