{"id":"W4385984334","doi":"10.1080/13698249.2023.2233257","title":"Child Responsive Conflict Early Warning: Prioritizing Children in Peace and Security","year":2023,"lang":"en","type":"article","venue":"Civil Wars","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Warning system; Vulnerability (computing); Armed conflict; Fragility; Political science; Warning signs; Criminology; Psychology; Computer security; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005683328,0.0005762433,0.0004527844,0.001137964,0.003201996,0.003075801,0.0008500994,0.001355123,0.004207421],"category_scores_gemma":[0.0145774,0.0003960153,0.0003757021,0.0007141057,0.002598647,0.003539674,0.004858524,0.003899073,0.0006847522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154476,"about_ca_system_score_gemma":0.008002392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006254795,"about_ca_topic_score_gemma":0.02213357,"domain_scores_codex":[0.9962562,0.002205227,0.000124071,0.0001938021,0.0004070825,0.0008135557],"domain_scores_gemma":[0.9950966,0.001597387,0.0009843257,0.0001472046,0.0006100421,0.001564277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002625435,0.001358707,0.3066089,0.001878789,0.00007715673,0.001727723,0.2944295,0.0004400295,0.002307321,0.01684781,0.05309492,0.3209667],"study_design_scores_gemma":[0.00006438456,0.001292706,0.2845234,0.006383891,0.0001773382,0.003065381,0.4844477,0.0006464318,0.0044925,0.02104821,0.1936468,0.0002112015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8301191,0.007040017,0.01126145,0.09286967,0.00120279,0.0005112339,0.000377492,0.0002512465,0.05636704],"genre_scores_gemma":[0.9639196,0.008350333,0.01686578,0.004402808,0.0001736255,0.0004230831,0.0001611686,0.00006875904,0.005634801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006254795,"threshold_uncertainty_score":0.03005672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993990023617229,"score_gpt":0.3128861749975841,"score_spread":0.2929462747614118,"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."}}