{"id":"W4399859144","doi":"10.33422/jarws.v2i1.660","title":"Mapping Grassroot Women’s Representations in Academic Research on the Women, Peace and Security Agenda in the Global South","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Research in Women’s Studies","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Political science; Gender studies; Global South; Public administration; Sociology; Geography; Economic geography","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04118863,0.00017714,0.0003957658,0.001091155,0.00105863,0.0002905314,0.0009856813,0.0001199352,0.00003550862],"category_scores_gemma":[0.005317633,0.0001109657,0.00006008228,0.004267391,0.001408243,0.0004344758,0.0004108562,0.003878628,0.000009678733],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005262035,"about_ca_system_score_gemma":0.0007027544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229793,"about_ca_topic_score_gemma":0.001632935,"domain_scores_codex":[0.9898193,0.004652914,0.0007113783,0.0004300751,0.002648222,0.001738062],"domain_scores_gemma":[0.9943205,0.004590393,0.0001171863,0.0002715864,0.0005012492,0.0001991084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002006578,0.0001129484,0.009114983,0.0001093709,0.00007003222,0.0002756587,0.9724483,0.0001085377,0.00003611609,0.01421167,0.001213119,0.002098569],"study_design_scores_gemma":[0.0004199533,0.0002234704,0.01347725,0.0003384653,9.79223e-7,0.000006749473,0.8104305,0.00001478893,0.000003836916,0.1570536,0.01793962,0.00009074862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547707,0.01465086,0.00000136011,0.02663152,0.0002912066,0.0005950361,0.000009735667,0.00001145203,0.003038086],"genre_scores_gemma":[0.9740748,0.02456931,0.00001104274,0.0002145085,0.0003249395,0.0005497076,1.629685e-7,0.00001107671,0.0002444528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620178,"threshold_uncertainty_score":0.9985566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2830309651668327,"score_gpt":0.5192780360743412,"score_spread":0.2362470709075085,"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."}}