{"id":"W2472548098","doi":"10.5539/ies.v9n7p64","title":"Problems of the Immigrant Students’ Teachers: Are They Ready to Teach?","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Christian ministry; Nonprobability sampling; Immigration; Ethnic group; Psychology; Mathematics education; Schedule; Class (philosophy); Pedagogy; Qualitative property; Content analysis; Semi-structured interview; Data collection; Medical education; Sociology; Population; Medicine; Political science; Mathematics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575915,0.00008354375,0.0001166137,0.00008213073,0.0003246043,0.00004498083,0.0006393613,0.00003185796,0.00009885075],"category_scores_gemma":[0.001162117,0.00004076754,0.00006428373,0.000129415,0.0002595323,0.0001658206,0.00008755231,0.00004510322,0.00005182174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430251,"about_ca_system_score_gemma":0.0002117037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452519,"about_ca_topic_score_gemma":0.005346383,"domain_scores_codex":[0.998763,0.00009181801,0.0002453906,0.0001732133,0.000588584,0.0001379748],"domain_scores_gemma":[0.9985116,0.0001104051,0.0001919454,0.00015796,0.0009673347,0.00006078335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001750251,0.0008541318,0.3432577,0.00001255129,0.0002727233,1.09918e-7,0.4964923,0.000004506971,0.00122154,0.02832788,0.0718578,0.05768127],"study_design_scores_gemma":[0.0001001136,0.00001315853,0.07468483,0.0002404179,0.00000767801,3.671839e-7,0.2245004,4.521429e-8,0.0002017088,0.001167019,0.699007,0.00007727482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086758,0.0006679144,0.00001521744,0.07966754,0.005936203,0.0002475618,0.000009939347,0.00002406952,0.004755728],"genre_scores_gemma":[0.9664408,0.0007023401,0.0001043076,0.0009114743,0.0003707737,0.0001159084,8.566888e-7,0.000005157511,0.03134837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6271492,"threshold_uncertainty_score":0.3707491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285114672227946,"score_gpt":0.4256163068855838,"score_spread":0.3727651601633043,"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."}}