{"id":"W2997393538","doi":"10.1111/cfs.12725","title":"Parenting challenges of African immigrants in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Child & Family Social Work","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Administrative Sciences Association of Canada; Women and Children’s Health Research Institute; University of Alberta","funders":"M.S.I. Foundation","keywords":"Immigration; Thematic analysis; Socioeconomic status; Nonprobability sampling; Mental health; Qualitative research; Sociology; Psychology; Political science; Social science; Population; Demography; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001667925,0.00009079438,0.0002063429,0.00002348478,0.0003650121,0.00001719292,0.0002134535,0.00007506731,0.00004461599],"category_scores_gemma":[0.0001817094,0.00009966863,0.00005417038,0.0007642554,0.00009753058,0.00004971147,0.00002614099,0.0001572208,0.000004464361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008588339,"about_ca_system_score_gemma":0.0003544267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7695608,"about_ca_topic_score_gemma":0.9941198,"domain_scores_codex":[0.9988714,0.0001416988,0.0002286728,0.0001741152,0.0003169038,0.0002671471],"domain_scores_gemma":[0.9995821,0.00009870691,0.000112196,0.0000570802,0.00004541477,0.0001045708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006494988,0.0001069199,0.06614331,0.00005201267,0.00005603776,0.00001252224,0.7349415,0.00006631013,0.0000187194,0.15812,0.01012684,0.03029089],"study_design_scores_gemma":[0.000456423,0.00001911817,0.5682458,0.0000790015,0.00001732458,5.77954e-8,0.2067922,0.00005830896,0.000006616535,0.0004276264,0.2235404,0.000357071],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8375844,0.0008455833,0.000006127073,0.0676514,0.0002758212,0.0001998103,0.00001484601,0.00002924781,0.0933928],"genre_scores_gemma":[0.9979436,0.0002635714,0.00002011709,0.001281535,0.0002859984,0.000004867497,0.000004993688,0.000009479162,0.0001858469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5281493,"threshold_uncertainty_score":0.4064369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118109839107222,"score_gpt":0.2453405380316553,"score_spread":0.2241594396405831,"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."}}