{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005244424,0.0001346053,0.0001937102,0.0002528282,0.0001617944,0.00002763072,0.0001055619,0.0001407806,0.0001138454],"category_scores_gemma":[0.0001440406,0.0001454321,0.00003488335,0.0004475543,0.00006117214,0.0000804884,0.00003968485,0.0003835174,0.0003273159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002544662,"about_ca_system_score_gemma":0.00003958499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009738777,"about_ca_topic_score_gemma":0.001831967,"domain_scores_codex":[0.9985791,0.0002107243,0.0002577241,0.0003809239,0.000129605,0.0004418576],"domain_scores_gemma":[0.9993095,0.0001802863,0.00007118685,0.0002512982,0.00003311064,0.0001546013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002302135,0.00007915353,0.7963183,0.00004591034,0.00004663027,0.0001122201,0.1748873,0.000002865318,0.00003839789,0.005208148,0.01849346,0.004537396],"study_design_scores_gemma":[0.0009801049,0.00009041809,0.9851726,0.00004993409,0.000006810676,0.00004441995,0.001235881,0.00002474811,0.00001125749,0.0003468344,0.01189262,0.0001443984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877879,0.001721321,0.000003446924,0.001299019,0.0002544224,0.0003766674,0.00002276757,0.0001515769,0.008382902],"genre_scores_gemma":[0.9981418,0.0002723284,0.00001231826,0.0004252834,0.0001330045,0.00003524641,0.0000396998,0.00002313654,0.0009172345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888543,"threshold_uncertainty_score":0.5930551,"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."}}