{"id":"W4410000790","doi":"10.1080/10611932.2024.2441138","title":"Competing in Inclusive Education: Immigrant Chinese Parental Involvement, Educational System Knowledge, and Parental Agency","year":2024,"lang":"en","type":"article","venue":"Chinese Education & Society","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council","keywords":"Immigration; Agency (philosophy); Sociology; Political science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964023,0.0002417225,0.0001804425,0.0005682852,0.005936531,0.003114126,0.0004854676,0.0005070572,0.001879744],"category_scores_gemma":[0.002782254,0.0001779583,0.0001900739,0.0006475358,0.004353924,0.001432644,0.002536401,0.0009598845,0.00006612935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003948209,"about_ca_system_score_gemma":0.005774853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1488363,"about_ca_topic_score_gemma":0.2356795,"domain_scores_codex":[0.9989598,0.0004237151,0.00005478458,0.00008141041,0.0001599917,0.0003202333],"domain_scores_gemma":[0.9984725,0.0005523495,0.0003357321,0.00008495286,0.0001704843,0.0003839846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002854781,0.00008443985,0.1893282,0.00002552053,0.00001579225,0.00109752,0.7973713,0.00003816026,0.0003766333,0.003874184,0.0002700805,0.00748968],"study_design_scores_gemma":[0.000003780101,0.00002428672,0.09823565,0.00005205758,0.0000143075,0.0002272063,0.898164,0.0001206246,0.0001562612,0.0004214009,0.002566129,0.00001444213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966359,0.00006640968,0.00003528028,0.0002087155,0.000003627241,0.00000340285,0.000003047571,6.623265e-7,0.003042939],"genre_scores_gemma":[0.9995624,0.0000460609,0.0000200639,0.000028547,7.622776e-7,0.000001805429,0.000003204366,4.105055e-7,0.0003367721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488363,"threshold_uncertainty_score":0.2959399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558880616993452,"score_gpt":0.3580447636984307,"score_spread":0.3424559575284962,"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."}}