{"id":"W131757108","doi":"10.5206/cie-eci.v41i1.9197","title":"Chinese Immigrant Parents’ Communication with School Teachers","year":2012,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Immigration; Psychology; Developmental psychology; Social psychology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000317986,0.00009767665,0.00008739738,0.0000961363,0.0003373747,0.0001009151,0.0002054083,0.00003559983,0.0003232233],"category_scores_gemma":[0.00008622225,0.00008353408,0.0000197875,0.0001615444,0.0001900469,0.001116914,0.00002803049,0.0001077815,0.00008524982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671285,"about_ca_system_score_gemma":0.0002251126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823359,"about_ca_topic_score_gemma":0.001179243,"domain_scores_codex":[0.9991848,0.0001547297,0.0001478237,0.0001248664,0.0002294969,0.0001582497],"domain_scores_gemma":[0.9992506,0.00006750521,0.0001269347,0.0001311474,0.0002597181,0.0001640903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002547703,0.00100868,0.8336863,0.000003262645,0.00005192327,1.385808e-8,0.1294702,0.000002767434,0.0002145794,0.01871346,0.01172747,0.005095932],"study_design_scores_gemma":[0.0002231261,0.00002566264,0.7651203,0.00005284951,0.00001738311,0.000001677655,0.09719703,0.00004360904,0.0001362438,0.001490769,0.1355096,0.0001817178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481421,0.00266609,0.0001422502,0.001622817,0.0009610855,0.0002417052,0.000004117584,0.00003216356,0.0461877],"genre_scores_gemma":[0.9918038,0.0004245496,0.001117711,0.0002864434,0.0004446485,0.0001202114,0.000226349,0.000005642357,0.005570617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237821,"threshold_uncertainty_score":0.4268093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09777571938984207,"score_gpt":0.4433689413327905,"score_spread":0.3455932219429484,"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."}}