{"id":"W7107956455","doi":"10.20381/ruor-31562","title":"Intimate Partner Violence Experiences of Middle Eastern Immigrant Women Living in Ottawa During the Perinatal Period","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Focus group; Context (archaeology); Psychological intervention; Intersectionality; Vulnerability (computing); Qualitative research; Immigration; Oppression","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":[0.001032998,0.0004117331,0.0006473267,0.0008943446,0.009042296,0.002478397,0.0009184268,0.000992112,0.001715148],"category_scores_gemma":[0.00270042,0.000515686,0.0003875415,0.001449626,0.00396906,0.001210456,0.004835489,0.001259493,0.0001333915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007369906,"about_ca_system_score_gemma":0.008761918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4794529,"about_ca_topic_score_gemma":0.7319693,"domain_scores_codex":[0.9991562,0.0002986558,0.00007273086,0.00006373003,0.00008339659,0.0003252627],"domain_scores_gemma":[0.9989516,0.0003662721,0.0002300202,0.00004101706,0.0001285581,0.0002824132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005883166,0.00003511717,0.07842803,0.0002853273,0.00002014871,0.003092149,0.9106894,0.00002472668,0.0005054374,0.0003854512,0.0003954232,0.006079959],"study_design_scores_gemma":[0.00000112295,0.00003917764,0.02778709,0.000226573,0.00001367817,0.0003459049,0.9700724,0.000005793115,0.00004895889,0.00003580266,0.001412921,0.00001069759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969646,0.00101499,0.00002198165,0.0004103582,0.00001778803,0.00002421774,0.00005782062,0.000001567224,0.001486685],"genre_scores_gemma":[0.9968923,0.001899986,0.00008260672,0.0003443763,0.00000520389,0.00005101279,0.00004399587,0.00000223348,0.0006782816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205471,"threshold_uncertainty_score":0.9533244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009460170991364874,"score_gpt":0.2321441544264408,"score_spread":0.2226839834350759,"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."}}