{"id":"W3198682756","doi":"10.1016/j.jnca.2023.103677","title":"The convergence of blockchain, IoT and 6G: Potential, opportunities, challenges and research roadmap","year":2023,"lang":"en","type":"article","venue":"Journal of Network and Computer Applications","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Blockchain; Computer science; Internet of Things; Convergence (economics); Telecommunications; Data science; Computer security","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":[0.001609658,0.00008646052,0.0001723872,0.000143679,0.0005425197,0.00006822798,0.0005797275,0.00008082516,5.477207e-7],"category_scores_gemma":[0.000006864846,0.00006532052,0.00003017963,0.0004459527,0.0004281834,0.00004332904,0.0005285784,0.0002904794,8.82442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006683937,"about_ca_system_score_gemma":0.00005430084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002975401,"about_ca_topic_score_gemma":0.000004572332,"domain_scores_codex":[0.9988931,0.0001078163,0.0003491756,0.00019997,0.0002206607,0.0002293188],"domain_scores_gemma":[0.9985558,0.0004338982,0.0002025689,0.0003763465,0.0003223917,0.0001089868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004025054,0.00003160627,0.00008994455,0.00002058501,0.00003892435,0.000005412015,0.0005094419,0.0001202124,0.00003132581,0.5275486,0.003577753,0.4680221],"study_design_scores_gemma":[0.0005090553,0.0004141534,0.01705615,0.00008635432,0.00003103439,0.000646693,0.0008929553,0.3231207,0.00005760576,0.4295918,0.227347,0.0002464663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1557447,0.0754718,0.7194101,0.04793889,0.0002728165,0.000765908,0.000004933083,0.0001454841,0.0002453953],"genre_scores_gemma":[0.9174562,0.06979502,0.01223718,0.0000879295,0.0003015573,0.0000612202,5.770819e-7,0.000007535448,0.000052773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7617115,"threshold_uncertainty_score":0.4172677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437177493603462,"score_gpt":0.295370945504535,"score_spread":0.2309991705685003,"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."}}