{"id":"W4313590954","doi":"10.1109/smartnets55823.2022.9994029","title":"Architecture Framework for Intelligence Orchestration in AIoT and IoT","year":2022,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Orchestration; Computer science; Architecture; The Internet; Edge computing; Internet of Things; Cloud computing; Distributed computing; Enhanced Data Rates for GSM Evolution; Computer architecture; Embedded system; World Wide Web; Artificial intelligence; 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":[0.0002968025,0.00006146254,0.0000682165,0.00008056071,0.0001570877,0.00007063118,0.0003159851,0.00002542889,0.000004580561],"category_scores_gemma":[0.00005232131,0.00005870876,0.0000187069,0.00028897,0.00001331898,0.00004684412,0.0002738719,0.0002044754,0.000001285783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002570221,"about_ca_system_score_gemma":0.00003469333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001885467,"about_ca_topic_score_gemma":0.000004661884,"domain_scores_codex":[0.9993504,0.00003537177,0.0001191479,0.0002277538,0.00009934777,0.0001680229],"domain_scores_gemma":[0.9995269,0.000251826,0.00002730573,0.000153402,0.00001152167,0.00002907957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000154768,0.00005601353,0.001827692,0.00002694058,0.000004514311,0.000006656437,0.006155946,0.006068938,0.0001950432,0.3641953,0.0007425378,0.6207049],"study_design_scores_gemma":[0.0001007506,0.0002078337,0.001842821,0.0000147345,0.000001247568,0.00002406321,0.0001309126,0.4221756,0.001207151,0.564942,0.009157841,0.0001950833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03946423,0.00005190638,0.9570158,0.00152901,0.001258287,0.0001539891,8.99301e-8,0.00005682472,0.0004698524],"genre_scores_gemma":[0.559844,0.000001153992,0.4391962,0.0005411278,0.0002965751,0.00002762058,9.261637e-7,0.000004269255,0.00008811243],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6205099,"threshold_uncertainty_score":0.2394074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267387797507496,"score_gpt":0.2777328064278548,"score_spread":0.2509940266771052,"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."}}