{"id":"W3209892529","doi":"10.32920/ryerson.14661396.v1","title":"Being Canadian and Ahmadi Muslim: exploring identity formation of young Ahmadi Muslim women","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Humber Polytechnic","funders":"Strong","keywords":"Multiculturalism; Identity (music); Gender studies; Identity negotiation; Negotiation; Diversity (politics); Sociology; Immigration; Political science; Anthropology; Law; Social science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099202,0.0001491929,0.0002906632,0.0002415734,0.0005836394,0.0002900422,0.0002460375,0.0001399646,0.0004127441],"category_scores_gemma":[0.0004148721,0.000163789,0.00006037904,0.0002596444,0.0001522463,0.0008814107,0.0002799879,0.000226762,0.000006668444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008352373,"about_ca_system_score_gemma":0.0009124973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5450649,"about_ca_topic_score_gemma":0.8523685,"domain_scores_codex":[0.9984853,0.0001521859,0.0003403344,0.0002810022,0.000331214,0.0004099933],"domain_scores_gemma":[0.9990798,0.00006962934,0.0001530622,0.0002101193,0.0002768348,0.0002105061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[6.384853e-7,0.00001396371,0.008069016,0.0001351666,0.0000452094,0.000001926731,0.9792064,0.000004334484,0.0000183797,0.009178283,0.0003489206,0.002977707],"study_design_scores_gemma":[0.00008520589,0.000006569084,0.02928391,0.0001444831,0.00001975679,6.776847e-7,0.96628,0.00002855379,0.00006238295,0.001751839,0.002121998,0.0002146367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879757,0.0001484885,0.0001356336,0.001533007,0.001514293,0.0002575332,0.000007185318,0.00003562703,0.1083925],"genre_scores_gemma":[0.9936231,0.00339857,0.0002070083,0.0001977037,0.0002301306,0.0001124686,0.00002054167,0.00001037164,0.002200101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073037,"threshold_uncertainty_score":0.667912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06662428682707035,"score_gpt":0.3164155305613163,"score_spread":0.249791243734246,"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."}}