{"id":"W2326783374","doi":"10.1177/011719680000900403","title":"An Examination of the Employment Structure of Taiwanese Immigrants in Australia","year":2000,"lang":"en","type":"article","venue":"Asian and Pacific migration journal","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Destinations; Demographic economics; Census; Emigration; Geography; Survey data collection; Economic growth; Political science; Demography; Tourism; Sociology; Population; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000521052,0.00006158374,0.0001059065,0.00007201135,0.000186906,0.00004273647,0.0001105722,0.00007099647,0.001240743],"category_scores_gemma":[0.0000185899,0.00004602088,0.00003662797,0.0001834538,0.0001235364,0.000314875,0.000002376056,0.0001104636,0.000001355171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002560879,"about_ca_system_score_gemma":0.00005922929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533008,"about_ca_topic_score_gemma":0.05791336,"domain_scores_codex":[0.998981,0.0003213721,0.0003040986,0.00008788687,0.0001950815,0.0001105482],"domain_scores_gemma":[0.9995991,0.00001387902,0.0001638348,0.00009339593,0.0000630711,0.00006673316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000436352,0.0001476309,0.2988427,0.00002146377,0.00002003247,0.000001490217,0.6035502,0.0001579268,0.005858228,0.001556387,0.001436654,0.08836369],"study_design_scores_gemma":[0.0002695262,0.00006570145,0.9531088,0.00003408733,0.000009024828,0.00000848014,0.04075536,0.00005988634,0.0009986758,0.001517709,0.003097309,0.00007544406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972597,0.00004183812,0.00001583992,0.0006977123,0.00008942364,0.0001170393,0.00001001778,0.000002714282,0.001765692],"genre_scores_gemma":[0.9980114,0.0002474309,0.00005637528,0.00001170366,0.00008824854,7.790583e-7,0.000004114766,0.000002728394,0.001577185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6542661,"threshold_uncertainty_score":0.9996722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810560190969192,"score_gpt":0.2844995457541745,"score_spread":0.2663939438444826,"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."}}