{"meta":{"query_hash":"7c16f33c0ae2","filters":{"venue":"Palgrave studies in digital business & enabling technologies"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7c16f33c0ae2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Palgrave+studies+in+digital+business+%26+enabling+technologies"},"results":[{"id":"W4385385800","doi":"10.1007/978-3-031-32309-6_9","title":"Cybersecurity Considerations for Deep Renovation","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave studies in digital business & enabling technologies","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Contingency; Engineering; Quality (philosophy); Computer security; Construction engineering; Architectural engineering; Risk analysis (engineering); Computer science; Engineering management; Business","score_opus":0.10852831391393879,"score_gpt":0.31170911224996056,"score_spread":0.20318079833602176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385385800","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006847205,0.058348253,0.6158263,0.049035143,0.017516516,0.014802989,0.0066601057,0.058275506,0.17885044],"genre_scores_gemma":[0.7995158,0.027998842,0.14380172,0.00048432357,0.0008098166,0.003141171,0.0021409828,0.0006199591,0.021487432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99695694,0.0000061025435,0.00086210173,0.001149046,0.0004116026,0.0006141935],"domain_scores_gemma":[0.99488735,0.0017107157,0.00042803088,0.001510583,0.001435462,0.00002784034],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034364557,0.00060021866,0.00081292953,0.0012923616,0.00046997215,0.0005592742,0.001234052,0.000578492,0.0000018205982],"category_scores_gemma":[0.011519927,0.0006181885,0.00016741193,0.0009784632,0.000938887,0.0004947877,0.002785512,0.000551406,0.00006143373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003627667,0.000016251493,0.000013031532,0.0001804934,0.00014611214,0.000053909047,0.0004676944,0.00004734699,0.000004329044,0.98424923,0.00230301,0.012514988],"study_design_scores_gemma":[0.0002963067,0.000036123332,0.000028319999,0.0005340692,0.000031111285,0.000020546851,0.0006438208,0.0006625556,0.000038036058,0.9851378,0.011930584,0.00064069236],"about_ca_topic_score_codex":0.000010681776,"about_ca_topic_score_gemma":0.00048918574,"teacher_disagreement_score":0.79883105,"about_ca_system_score_codex":0.00032621526,"about_ca_system_score_gemma":0.00015209167,"threshold_uncertainty_score":0.99962693},"labels":[],"label_agreement":null}]}