{"id":"W2572592181","doi":"10.1109/mass.2016.048","title":"A Review on Big Data Analysis and Internet of Things","year":2016,"lang":"en","type":"review","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Internet of Things; Big data; The Internet; Task (project management); Data transmission; World Wide Web; Data science; Computer security; Computer network; Engineering; Data mining; Systems engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356561,0.001307419,0.00154272,0.004936606,0.0005152652,0.001629922,0.001212271,0.001591744,0.00572277],"category_scores_gemma":[0.002876589,0.0004788059,0.001000268,0.006719417,0.0006503623,0.002844425,0.001055509,0.00192716,0.002972971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000858314,"about_ca_system_score_gemma":0.00294301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633535,"about_ca_topic_score_gemma":0.002777239,"domain_scores_codex":[0.9992378,0.0001449737,0.0001305667,0.00009820726,0.0003430426,0.000045419],"domain_scores_gemma":[0.9976652,0.001310331,0.0002236451,0.00007340244,0.0006100805,0.0001173943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004099846,0.00006668875,0.000401235,0.03743159,0.0001821865,0.0002996488,0.0001795985,0.0006197859,0.0009334866,0.01144976,0.0994271,0.8489679],"study_design_scores_gemma":[0.000004841668,0.0000465661,0.0005545637,0.008130479,0.0001008282,0.0006633142,0.00008134357,0.00009046509,0.000200665,0.003506883,0.9865937,0.00002623438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008848187,0.9951,0.00055606,0.0009705061,0.0008270728,0.00001773824,0.00005641612,0.000016786,0.002366954],"genre_scores_gemma":[0.0004367185,0.9973768,0.0005931037,0.0004370356,0.0005320356,0.00001435244,0.00007374687,0.00000330866,0.0005327988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00572277,"threshold_uncertainty_score":0.01914454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666109410195573,"score_gpt":0.3637984569662074,"score_spread":0.1971875159466501,"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."}}