{"id":"W4408298012","doi":"10.1186/s13690-025-01550-2","title":"Determinants of young People’s gender norm attitudes related to rights and equity in Southeast Nigeria","year":2025,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Public health; Equity (law); Health services research; Norm (philosophy); Social policy; Social psychology; Medicine; Political science; Psychology; Law; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00114922,0.00007944269,0.0003154895,0.0002888545,0.0003059563,0.00003196794,0.0002227118,0.00003447833,0.00000640601],"category_scores_gemma":[0.0002005175,0.00007391517,0.00004160251,0.0003898075,0.0001397888,0.0001168016,0.0002824377,0.0000814681,0.000001603626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004043475,"about_ca_system_score_gemma":0.0005135152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03484925,"about_ca_topic_score_gemma":0.417382,"domain_scores_codex":[0.9984936,0.0002802976,0.0004041027,0.0002055135,0.0002081084,0.0004084363],"domain_scores_gemma":[0.9994583,0.0000834126,0.0001192139,0.0001397052,0.00004075873,0.0001586523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005185875,0.0000813249,0.8676187,0.0001585687,0.0000163584,2.792321e-7,0.1102112,7.094954e-7,0.00001576355,0.01458103,0.000093933,0.007216965],"study_design_scores_gemma":[0.0002064095,0.00003733197,0.9603466,0.0000631008,0.000002094454,2.532586e-7,0.02669591,0.00001167062,0.000004564557,0.01220795,0.0003678319,0.00005631892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752101,0.0002977576,0.00009611963,0.00534101,0.0001380617,0.0002795866,0.00001397677,0.00001337565,0.01861001],"genre_scores_gemma":[0.9988384,0.0002447038,0.0003001812,0.00005002652,0.000009797438,0.000007315548,0.00000131362,0.00000314045,0.0005450971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825327,"threshold_uncertainty_score":0.9715778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05980488858418188,"score_gpt":0.3925787783767043,"score_spread":0.3327738897925224,"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."}}