{"id":"W7026910389","doi":"","title":"Biyyaa Baanus Biyyi Nu Keessaa Hinbaatu: Changing Gender Norms and Traditional Mediation Impacts on Marriage Among Ethiopian Immigrants in Three Southwestern Ontario Cities","year":2022,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Thematic analysis; Dominance (genetics); Social constructionism; Mediation; Privilege (computing); Qualitative research; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008890543,0.0002116783,0.0002771245,0.001136311,0.002667107,0.0001216669,0.0004619312,0.0001443173,0.001168282],"category_scores_gemma":[0.00004788515,0.0002408141,0.0001464183,0.001424983,0.0003474769,0.00102581,0.0001600918,0.0009773866,0.00001127841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384061,"about_ca_system_score_gemma":0.0003686474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02759405,"about_ca_topic_score_gemma":0.6867496,"domain_scores_codex":[0.9976601,0.0005277908,0.0001939103,0.0004069654,0.0007265541,0.0004846675],"domain_scores_gemma":[0.9991466,0.0001321211,0.0001692485,0.0002399867,0.00005736157,0.0002546183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001599629,0.000194919,0.7401628,0.00001159671,0.0001647981,0.0004378054,0.2184353,0.0002800608,0.00005257687,0.03918132,0.0005841843,0.000334638],"study_design_scores_gemma":[0.001852343,0.0001751703,0.7322728,0.00005264338,0.000215463,0.000007336214,0.1524038,0.00005176559,0.00001668948,0.003768582,0.1083349,0.0008484599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696144,0.00008272419,0.00003120328,0.0004126787,0.0002632254,0.0002189302,0.0001310699,0.00006435921,0.02918135],"genre_scores_gemma":[0.9911863,0.00001404103,0.00003375637,0.0002246723,0.00008294362,0.000005968453,0.00009588274,0.00001486387,0.008341578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591556,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784496290310441,"score_gpt":0.2116210248828946,"score_spread":0.1837760619797902,"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."}}