{"id":"W2576109380","doi":"10.32920/ryerson.14638872","title":"What are Chinese immigrant parents' concerns with their children's education?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Psychology; Ranking (information retrieval); Class (philosophy); Developmental psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003327545,0.0003988028,0.0003992874,0.0001127503,0.0004799751,0.001348287,0.0007827163,0.0002723629,0.001156817],"category_scores_gemma":[0.000077785,0.0003030726,0.0001679801,0.0003698927,0.0003239721,0.0008013404,0.0003453922,0.000469899,0.00003430086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030835,"about_ca_system_score_gemma":0.002771137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04863998,"about_ca_topic_score_gemma":0.09399984,"domain_scores_codex":[0.9975146,0.0002971673,0.0003398367,0.0007690917,0.0006643204,0.0004149721],"domain_scores_gemma":[0.9980429,0.00008060361,0.0004457262,0.000748897,0.0004392831,0.0002425493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000142109,0.002267407,0.8635863,0.00008466822,0.000299702,0.000001854734,0.1231138,0.0001069958,0.00001897942,0.001476578,0.005508023,0.003521476],"study_design_scores_gemma":[0.0002313856,0.00002535199,0.3883271,0.001328456,0.00008556791,0.000002363334,0.6019281,0.00001320832,0.0002280606,0.002571173,0.004412955,0.0008463209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752407,0.003364955,0.00009494615,0.004836283,0.007616831,0.001148277,0.00005295854,0.0001859667,0.007459094],"genre_scores_gemma":[0.9852574,0.00428452,0.0002743263,0.0008352472,0.001543716,0.0003947446,0.001710018,0.00003661284,0.005663441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4788143,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935060000593271,"score_gpt":0.3453799370934382,"score_spread":0.3160293370875055,"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."}}