{"id":"W2184188347","doi":"","title":"Immigrant Students' Academic Performance in Australia, New Zealand, Canada and Singapore.","year":2014,"lang":"en","type":"article","venue":"Australian Association for Research in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Disadvantage; Academic achievement; Political science; Economic growth; Reading (process); Demographic economics; Sociology; Pedagogy; Economics","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":[0.006003947,0.0001032101,0.0001429238,0.0003402424,0.0002635129,0.0001313557,0.0003322888,0.0001835922,0.00003926796],"category_scores_gemma":[0.001124229,0.0001231254,0.00001968877,0.0007615569,0.00006601501,0.0004535836,0.00002814705,0.0004795248,0.00001599215],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004990621,"about_ca_system_score_gemma":0.002219143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9415488,"about_ca_topic_score_gemma":0.9594328,"domain_scores_codex":[0.9970376,0.0004840239,0.000385915,0.0002997374,0.001087952,0.0007047916],"domain_scores_gemma":[0.9987776,0.0004760351,0.0001817715,0.0001274769,0.0002081371,0.0002289277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000117414,0.0001515635,0.9483889,0.0000225853,0.000004875076,6.357233e-8,0.008718578,0.00001323195,0.00007616961,0.001325121,0.03728316,0.004004047],"study_design_scores_gemma":[0.0003865797,0.00003693517,0.8497168,0.0001051038,0.000003875062,1.188738e-7,0.00763637,0.00001235324,0.0001837513,0.003760156,0.1380304,0.0001275678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878981,0.00002282736,7.547355e-7,0.009983635,0.0008418476,0.0008226173,0.000008134291,0.00001120991,0.0004109395],"genre_scores_gemma":[0.9294834,0.0001883979,0.00008184825,0.00008058616,0.0004199759,0.000167571,0.00009638428,0.00001006161,0.06947175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007472,"threshold_uncertainty_score":0.9988291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331785614290038,"score_gpt":0.4742190626182056,"score_spread":0.3410405011892018,"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."}}