{"id":"W2069514153","doi":"10.1109/jiot.2014.2337886","title":"Trustworthy Sensing for Public Safety in Cloud-Centric Internet of Things","year":2014,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Cloud computing; Computer security; Reputation; Payment; Common value auction; The Internet; Service (business); World Wide Web; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003430916,0.0002712869,0.0006275253,0.0006085855,0.0000821686,0.0003614659,0.001327795,0.0001616558,0.0000175064],"category_scores_gemma":[0.0006216612,0.0002479952,0.0003396202,0.0004268779,0.0001223859,0.001135039,0.0002355227,0.0006962365,0.000006096347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611211,"about_ca_system_score_gemma":0.0001107008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432215,"about_ca_topic_score_gemma":0.00001136407,"domain_scores_codex":[0.9969418,0.0002513227,0.001270906,0.0004206519,0.0005228238,0.0005924711],"domain_scores_gemma":[0.9973021,0.0004967836,0.001118976,0.0004596474,0.0004279061,0.0001946462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007231191,0.0006683195,0.008466283,0.000660042,0.0005016491,0.0001402676,0.05745927,0.002680445,0.02456959,0.04020695,0.01859232,0.8453317],"study_design_scores_gemma":[0.002485878,0.0005718335,0.000348094,0.00153362,0.00003865864,0.001160364,0.000225651,0.9247194,0.04760704,0.009013827,0.01177515,0.0005205013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2624775,0.0001094711,0.7335388,0.0005669329,0.002050974,0.0001262243,4.901319e-7,0.00004591561,0.001083724],"genre_scores_gemma":[0.9482124,0.00001678137,0.05060173,0.0005041585,0.0002661505,9.467969e-7,0.000001015065,0.00002788594,0.0003689388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9220389,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157422260538223,"score_gpt":0.2331939519898717,"score_spread":0.2174517259360494,"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."}}