{"id":"W4393169450","doi":"10.1007/978-3-031-56703-2","title":"Advanced Computing","year":2024,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Dr B R Ambedkar National Institute of Technology Jalandhar; North South University; Thapar Institute of Engineering and Technology; Motilal Nehru National Institute of Technology Allahabad; Jaypee Institute of Information Technology; Indian Statistical Institute; Deenbandhu Chhotu Ram University of Science and Technology; SSN College of Engineering; Kurukshetra University; Indian Institute of Technology Kharagpur; Indian Institute of Technology Delhi; Jawaharlal Nehru Technological University Hyderabad; Guru Jambheshwar University of Science and Technology; VIT University; RMIT University; Osmania University; National Institute of Technology Karnataka, Surathkal; Liverpool John Moores University; Politechnika Wrocławska; ITM University-Gwalior; Indian Institute of Technology Madras; Ministry of Earth Sciences; Defence Research and Development Organisation; International Institute of Information Technology, Hyderabad; Jadavpur University; Universiti Malaya; Trinity College Dublin; Cardiff University; Netaji Subhas University of Technology; Amity University; Indian Institute of Technology Jodhpur; University of the Punjab; Queen's University; San José State University; De Montfort University; Indian Institute of Technology Roorkee; Queen's University Belfast; University of Rwanda; Vidyasirimedhi Institute of Science and Technology","keywords":"Computer science","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":[0.0004767074,0.001017762,0.0007612384,0.001643932,0.001014458,0.00449088,0.001110258,0.0009199414,0.3165565],"category_scores_gemma":[0.001525648,0.000448315,0.0003923624,0.002877916,0.0007036978,0.003890942,0.002216778,0.002068821,0.3231892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252496,"about_ca_system_score_gemma":0.001193339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000928694,"about_ca_topic_score_gemma":0.002072539,"domain_scores_codex":[0.9994214,0.00004977503,0.00002110212,0.00009902222,0.0003552005,0.00005364413],"domain_scores_gemma":[0.999279,0.0000964738,0.00002329948,0.0002238708,0.0002450823,0.0001323814],"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":[0.00001971883,0.00002598499,0.00009676486,0.0001926579,0.00000690156,0.0000331147,0.00008307325,0.0002360219,0.001359016,0.05486311,0.653482,0.2896017],"study_design_scores_gemma":[0.000002235692,0.000007557515,0.0001078379,0.00005631031,0.000002066188,0.00005310507,0.0000192778,0.0002031662,0.0001898795,0.008480827,0.9908741,0.000003687562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000464093,0.006267264,0.01228827,0.001838866,0.003106849,0.0000978389,0.0006744307,0.001527418,0.973735],"genre_scores_gemma":[0.002725041,0.004377185,0.00456437,0.0006808267,0.0005661708,0.00005916984,0.0008213274,0.0003140514,0.985892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3165565,"threshold_uncertainty_score":0.9748492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032114789039046,"score_gpt":0.2987235136573942,"score_spread":0.2784023657670037,"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."}}