{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007610933,0.0005092781,0.0002345957,0.0007545509,0.002004622,0.004579845,0.0003478281,0.001526759,0.0121984],"category_scores_gemma":[0.0009066011,0.0001175115,0.000166964,0.001521057,0.01134497,0.003389368,0.002690711,0.002031555,0.001711387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907411,"about_ca_system_score_gemma":0.003316742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974736,"about_ca_topic_score_gemma":0.004825749,"domain_scores_codex":[0.9993997,0.0002811205,0.00001023032,0.00007747133,0.0001334427,0.00009805096],"domain_scores_gemma":[0.999725,0.0001390012,0.000024992,0.00004096716,0.00003472703,0.00003524172],"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":[7.45618e-7,0.000001972992,0.000030709,0.0000191217,6.241968e-7,0.000009449025,0.0006722884,0.0001166889,0.00001644172,0.9840819,0.008412714,0.006637252],"study_design_scores_gemma":[0.000002074221,0.000004356049,0.0001498831,0.0001417691,9.414383e-7,0.00003263455,0.0007219459,0.00006692721,0.00003220837,0.3668535,0.631991,0.000002627338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002057191,0.03291265,0.002421757,0.01974231,0.0006839717,0.00002030768,0.00003066263,0.00003915136,0.9420919],"genre_scores_gemma":[0.4002283,0.09047927,0.005273233,0.01627991,0.00311757,0.0002002613,0.000225833,0.0001482453,0.4840473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0121984,"threshold_uncertainty_score":0.04080766,"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."}}