{"id":"W4312007055","doi":"10.1109/tencon55691.2022.9977897","title":"IEEE Hong Kong Section 50th Anniversary 1972-2022: Advance Technology for Huminity – The Tech-Biz Intelligence","year":2022,"lang":"en","type":"article","venue":"TENCON 2022 - 2022 IEEE Region 10 Conference (TENCON)","topic":"Age of Information Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Buffalo; University of California, San Diego; University of Illinois at Urbana-Champaign; SaskPower; University of Texas at Dallas; Chinese University of Hong Kong; Hong Kong Polytechnic University; University of Hong Kong; University of Toronto; University of Edinburgh; China Computer Federation; Hang Seng Management College; University of Alberta; University of Saskatchewan; Princeton University; State University of New York; University of Maryland, Baltimore County","keywords":"Section (typography); Friendship; China; Work (physics); Telecommunications; Engineering; Library science; Computer science; Sociology; Political science; Business; Advertising; Social science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001480895,0.0010796,0.0005133325,0.0009852223,0.00227356,0.006254084,0.000689975,0.001876982,0.1252903],"category_scores_gemma":[0.002228999,0.0003319425,0.000351354,0.0009560101,0.001395938,0.003055702,0.002523527,0.002845159,0.06363759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003824593,"about_ca_system_score_gemma":0.004749895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448602,"about_ca_topic_score_gemma":0.03721248,"domain_scores_codex":[0.9991699,0.00008334311,0.00004313973,0.0001026182,0.0003679066,0.0002330742],"domain_scores_gemma":[0.9969591,0.0001809541,0.0001502914,0.0002104621,0.001411777,0.001087391],"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":[0.00003383028,0.00001434321,0.0004925764,0.0001540977,0.000005006431,0.00009528852,0.0001807762,0.00004414809,0.0003910959,0.005379706,0.9643457,0.02886336],"study_design_scores_gemma":[0.000001589562,0.00001579496,0.00116773,0.00005061892,0.000002850147,0.00005421862,0.0001618776,0.00003361853,0.0001877324,0.0002235809,0.9980934,0.00000691534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009714065,0.03425091,0.00398162,0.05084501,0.1246686,0.0002897027,0.004322409,0.001468827,0.7704588],"genre_scores_gemma":[0.01678987,0.008535242,0.0007472453,0.004452602,0.004662484,0.0000659804,0.00112251,0.0002240185,0.9634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1252903,"threshold_uncertainty_score":0.4191379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844687340513785,"score_gpt":0.2528148511309296,"score_spread":0.2243679777257917,"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."}}