{"id":"W4377018834","doi":"10.1109/mcom.2023.10129043","title":"Internet of Things","year":2023,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; The Internet; Telecommunications; Internet of Things; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003964066,0.00007521876,0.0001193682,0.0001850472,0.00009310812,0.00004984156,0.003081087,0.00003281607,0.000002575368],"category_scores_gemma":[0.00005505267,0.00007523162,0.0000530744,0.0009746467,0.0000835085,0.0002994094,0.00121849,0.0001471781,0.0008647749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001721417,"about_ca_system_score_gemma":0.00003254895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002498691,"about_ca_topic_score_gemma":0.000001733041,"domain_scores_codex":[0.9992451,0.00007035272,0.0002478406,0.0001411934,0.0001271366,0.0001683941],"domain_scores_gemma":[0.9974355,0.0002350397,0.0001016443,0.002079096,0.0001107512,0.00003801628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004742998,0.0002557155,0.002204439,0.00006767643,0.00007070053,0.000007768077,0.01110635,0.00007073369,0.01400048,0.06470926,0.7021557,0.2053464],"study_design_scores_gemma":[0.0003082665,0.00006332945,0.007902529,0.00009698088,0.000008805939,0.00001388378,0.0000191631,0.6663635,0.003413279,0.008940498,0.3126178,0.0002519187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06131442,0.0007760693,0.7347919,0.0182118,0.01503657,0.000430776,8.689941e-7,0.002462445,0.1669752],"genre_scores_gemma":[0.8642082,0.0001895031,0.1287185,0.0004874344,0.0003380865,0.00002031831,0.00002292822,0.00002051144,0.005994515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8028938,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079926858347277,"score_gpt":0.2968033821399516,"score_spread":0.2360041135564788,"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."}}