{"id":"W4392201204","doi":"10.4324/9781032699028-13","title":"Global Governance and Human Security","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human security; Corporate governance; Business; Political science; Computer security; Computer science; Law; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001797241,0.0002049615,0.0002290586,0.00001431689,0.0002723034,0.0001941729,0.000223147,0.0004221189,0.0008247205],"category_scores_gemma":[0.00001269477,0.0002042977,0.0001098214,0.00003537853,0.0003975987,0.00009204845,0.00015101,0.0002368357,0.000279116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728233,"about_ca_system_score_gemma":0.0001011658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006988275,"about_ca_topic_score_gemma":0.1359642,"domain_scores_codex":[0.9987705,0.0000101819,0.0001650575,0.0003685047,0.0004318608,0.0002539059],"domain_scores_gemma":[0.9995527,0.00001606428,0.00006583608,0.0001626738,0.00005161584,0.0001510807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000103842,0.000004076114,0.00005813455,0.00002650949,0.00002294255,0.00002802125,0.000542624,6.981853e-8,4.841381e-8,0.9732661,0.02566117,0.0003893051],"study_design_scores_gemma":[0.00002470987,0.000009825558,0.00003348599,0.00004411274,0.00002251583,0.00000121132,0.00008965052,0.000003937907,1.145409e-8,0.466368,0.5332668,0.0001357825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004503235,0.002412437,0.000001850728,0.001429099,0.000401893,0.0001578228,0.0002341048,0.000162747,0.9947497],"genre_scores_gemma":[0.06804615,0.001770438,0.00001802269,0.0003089714,0.0004033646,0.00000127282,0.00001783718,0.0000147446,0.9294192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5076056,"threshold_uncertainty_score":0.9996243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181656883211282,"score_gpt":0.2874005710487289,"score_spread":0.2755840022166161,"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."}}