{"id":"W7019361924","doi":"","title":"Global governance innovation report 2023: redefining approaches to peace, security, and humanitarian action","year":2023,"lang":"en","type":"other","venue":"Leiden Repository (Leiden University)","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Leiden; Robert Bosch Stiftung; Association of Canadian Universities for Northern Studies","keywords":"Summit; Global governance; Cognitive reframing; Disarmament; Corporate governance; Deliberation; Civil society; Action plan; Climate governance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009372568,0.000292891,0.0004086511,0.0004436517,0.0008718709,0.000196787,0.0004379923,0.0006277548,0.00007406391],"category_scores_gemma":[0.0007317425,0.0003838082,0.00008787628,0.002121037,0.0003162555,0.0003613699,0.0002735714,0.0003380159,0.00003673193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457808,"about_ca_system_score_gemma":0.001097801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1535892,"about_ca_topic_score_gemma":0.1743885,"domain_scores_codex":[0.9969804,0.000548634,0.0003891656,0.0008715609,0.0006941601,0.0005160419],"domain_scores_gemma":[0.9984305,0.0001069949,0.0004646299,0.0005185632,0.0002375882,0.0002417217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001786296,0.0001286805,0.1788068,0.0008944606,0.0003193824,0.005417868,0.01143927,0.00001616887,0.000008575458,0.393797,0.4009049,0.008088322],"study_design_scores_gemma":[0.0001623537,0.00005555112,0.0160963,0.0001932323,0.00004890589,0.0000299277,0.01610139,0.000004516183,0.000002170134,0.0009311558,0.9659467,0.0004278322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01845999,0.000210348,0.0002273032,0.001653842,0.001503072,0.001103085,0.00006931583,0.001037726,0.9757353],"genre_scores_gemma":[0.07487162,0.0001369711,0.000174082,0.00005427586,0.0007454985,0.000008151003,0.00002745031,0.0001377676,0.9238442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5650418,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074371802018695,"score_gpt":0.2941980293191782,"score_spread":0.1867608491173087,"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."}}