{"id":"W4411154262","doi":"10.1080/10361146.2025.2513286","title":"Chinese students in Australian election campaigns","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Political Science","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"China Studies Centre, University of Sydney; University of Sydney","keywords":"Political science; Media studies; Public administration; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002745322,0.0001000788,0.0001755766,0.0004583678,0.0003583873,0.0002642824,0.0006675735,0.00008691864,0.0001803309],"category_scores_gemma":[0.001617844,0.00007767497,0.0000792467,0.001437972,0.0007640552,0.000945354,0.0000220568,0.0002966042,0.00001185178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007222071,"about_ca_system_score_gemma":0.001004157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004286028,"about_ca_topic_score_gemma":0.01116351,"domain_scores_codex":[0.9975235,0.0001783551,0.0004959744,0.0001697844,0.000913971,0.0007184422],"domain_scores_gemma":[0.998896,0.00007488535,0.000130707,0.0001058495,0.0003838966,0.0004086365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002483441,0.0002194109,0.4856662,0.000009251354,0.00001046222,0.00001387729,0.005889678,0.00001829507,0.003648111,0.5006121,0.003079587,0.0008081432],"study_design_scores_gemma":[0.0003493345,0.0001463499,0.9539173,0.0001061806,0.00001443105,0.000008774209,0.006257327,0.00001023614,0.002319711,0.02811971,0.008623538,0.0001271191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867592,0.000007039336,0.0001820348,0.006229856,0.0006746314,0.0001158949,0.000001915687,0.00001033824,0.006019021],"genre_scores_gemma":[0.9922723,0.000009474003,0.00019198,0.0002449543,0.0002491988,0.000001741238,5.465791e-7,0.000002443719,0.007027369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4724924,"threshold_uncertainty_score":0.647922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967754759154992,"score_gpt":0.4139715068224609,"score_spread":0.3942939592309109,"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."}}