{"id":"W4413856649","doi":"10.1007/978-3-031-95862-5_1","title":"Young People as Movers and Shakers of Peace and Security","year":2025,"lang":"en","type":"book-chapter","venue":"Rethinking peace and conflict studies","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Political science; Computer security; Sociology; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0007689246,0.0002795788,0.0005798049,0.0001233422,0.0007116698,0.00009049541,0.0001550676,0.0002899377,0.00002585477],"category_scores_gemma":[0.00042115,0.000277513,0.00008664875,0.00004751803,0.0008884438,0.0001263534,0.0003179995,0.0004281654,0.00000134192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008478903,"about_ca_system_score_gemma":0.0001185363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449586,"about_ca_topic_score_gemma":0.005466695,"domain_scores_codex":[0.9985064,0.00006321148,0.0002823853,0.0004450101,0.0004751389,0.0002278991],"domain_scores_gemma":[0.9987921,0.00047606,0.0002512197,0.0001373454,0.0002539549,0.00008939127],"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":[0.00004227835,0.00001233882,0.003029333,0.0003870434,0.0006730642,0.000007714848,0.2993651,3.306873e-7,0.00001349744,0.6793374,0.01524806,0.001883787],"study_design_scores_gemma":[0.0003996307,0.0000874667,0.001134979,0.001354846,0.0002756354,0.000008175166,0.01492652,0.00002456157,0.00001659253,0.03323232,0.9480685,0.0004707508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07001621,0.2110711,0.000004233397,0.003336506,0.0004560408,0.0003532834,0.00006228881,0.00009301594,0.7146074],"genre_scores_gemma":[0.2366483,0.5427563,0.00006969553,0.0003457278,0.000199112,0.000008783261,0.00000990528,0.00002003429,0.2199421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9328204,"threshold_uncertainty_score":0.9999677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462930329040902,"score_gpt":0.333756583742064,"score_spread":0.2991272804516549,"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."}}