{"id":"W7161758309","doi":"10.82308/25770","title":"Reclaiming safety: women’s unique armour of agency and forced migration journey","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Perspective (graphical); Context (archaeology); Identity (music); Ethnography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002891835,0.000344541,0.0003432059,0.0009965431,0.01555928,0.00803416,0.001048858,0.00137501,0.00662615],"category_scores_gemma":[0.004993838,0.0002442535,0.0002726959,0.001077994,0.01989575,0.003491467,0.008485496,0.002292354,0.0005546155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095569,"about_ca_system_score_gemma":0.0174407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.219185,"about_ca_topic_score_gemma":0.3407925,"domain_scores_codex":[0.997314,0.001444379,0.00005468749,0.0002207383,0.0002743925,0.0006917177],"domain_scores_gemma":[0.9975661,0.0007551788,0.0004194098,0.0001735793,0.0004054099,0.0006803694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003000535,0.0000128325,0.0134061,0.00007675106,0.000007827332,0.0004075797,0.9367614,0.00006822665,0.0001248181,0.03243591,0.004106526,0.012562],"study_design_scores_gemma":[0.000002627705,0.0000170162,0.006322643,0.0001506612,0.000005218972,0.0001306616,0.9443353,0.00003687842,0.00005217437,0.001984642,0.04695019,0.00001194828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333026,0.002479148,0.002321566,0.03221529,0.0003915822,0.00008704008,0.0001714031,0.00003061114,0.1290008],"genre_scores_gemma":[0.9835945,0.000729303,0.0003193356,0.000822177,0.0000328609,0.00003781772,0.00002848703,0.00001381833,0.01442187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219185,"threshold_uncertainty_score":0.4358185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767805015003299,"score_gpt":0.3146031476910085,"score_spread":0.2969250975409755,"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."}}