{"id":"W4388101421","doi":"10.3390/blockchains1020005","title":"Blockchain Technology Application in Security: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Blockchains","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Blockchain; Popularity; Computer science; Computer security; Internet of Things; Smart contract; The Internet; Field (mathematics); Categorization; Data science; World Wide Web; Artificial intelligence","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001961621,0.0009267177,0.004843154,0.002644664,0.0001969392,0.00007210721,0.005299208,0.001519942,0.000003225313],"category_scores_gemma":[0.00051779,0.0008271193,0.0006284839,0.01070268,0.0001819728,0.00005066802,0.001465532,0.001612193,0.0009580922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629767,"about_ca_system_score_gemma":0.0004036905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002815812,"about_ca_topic_score_gemma":0.0001755516,"domain_scores_codex":[0.9939281,0.0004205969,0.002432502,0.001778664,0.0005011376,0.0009389755],"domain_scores_gemma":[0.9933605,0.0004342329,0.001276903,0.004623194,0.0001548806,0.0001502548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[1.520752e-7,0.0001394427,8.23958e-7,0.7675238,0.0001088528,0.00004549863,0.00005506655,6.557211e-7,4.767179e-8,0.1605611,0.00033081,0.07123367],"study_design_scores_gemma":[0.0001982507,0.00004551839,1.214437e-7,0.6577663,0.0008339343,0.0003658189,0.00002592054,0.004655888,6.472768e-7,0.02784918,0.3070869,0.001171497],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.560036e-7,0.9789235,0.007941514,0.001310744,0.0001294476,0.008873384,0.00003576355,0.002611562,0.0001733008],"genre_scores_gemma":[0.00002179853,0.9824691,0.0009531674,0.0002909003,0.00005389624,0.01585684,0.00003951072,0.0001073787,0.0002073583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.306756,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331261781274928,"score_gpt":0.3081974157849937,"score_spread":0.2848847979722444,"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."}}