{"id":"W1025202209","doi":"","title":"Muslim Female Students and Their Experiences of Higher Education in Canada","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feminism; Gender studies; Intersectionality; Ethnic group; Sociology; Diaspora; Islam; Theology; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003102963,0.000106153,0.0001678746,0.0001646804,0.0001326082,0.00005923562,0.0003933581,0.00005186857,0.00002695783],"category_scores_gemma":[0.00004579146,0.000107462,0.00001965164,0.0003448455,0.0001705354,0.0005703691,0.0001249553,0.0001128791,0.000004462935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481396,"about_ca_system_score_gemma":0.002364605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08658732,"about_ca_topic_score_gemma":0.9012425,"domain_scores_codex":[0.9988905,0.0002335605,0.0001406697,0.0002109834,0.0003169762,0.000207328],"domain_scores_gemma":[0.9993909,0.00006928604,0.0001050231,0.0001372215,0.0001394687,0.0001581045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008524587,0.00005227596,0.871068,0.000006183818,0.000008257012,0.000002496046,0.12836,5.122162e-7,0.000005361189,0.0001272582,0.000004727738,0.0003564102],"study_design_scores_gemma":[0.0001817719,0.00001256759,0.6006627,0.00003270055,0.000003846177,2.798558e-7,0.3962789,6.616377e-9,0.00005168451,0.00004572342,0.002654569,0.00007521912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963843,0.0002439372,0.000001182111,0.0003213437,0.0007088101,0.000146995,0.000002341104,0.00001357504,0.002177549],"genre_scores_gemma":[0.9881696,0.00007616298,0.000004435393,0.0002118442,0.00005664605,0.000001943132,0.000001793071,0.000005651637,0.01147193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8146552,"threshold_uncertainty_score":0.9194952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1411998968540716,"score_gpt":0.3804929839745718,"score_spread":0.2392930871205002,"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."}}