{"id":"W2964149046","doi":"10.5430/ijhe.v8n4p189","title":"Parental Influence on Student Educational Expectations: Results from the 2012 Qatar Education Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qatar University","keywords":"Affect (linguistics); Psychology; Student achievement; Developmental psychology; Social psychology; Academic achievement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002271602,0.0001710679,0.0003027121,0.0005332703,0.001124841,0.001036379,0.0002586616,0.0003597905,0.001854342],"category_scores_gemma":[0.005921468,0.000146875,0.0003731323,0.0008330672,0.0003793665,0.0004060214,0.0006106395,0.0007846102,0.0003843287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005836372,"about_ca_system_score_gemma":0.0008072324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669133,"about_ca_topic_score_gemma":0.0297497,"domain_scores_codex":[0.9991818,0.000365222,0.00006558501,0.00006659521,0.0001559834,0.0001647012],"domain_scores_gemma":[0.9951852,0.001913782,0.001335139,0.0001897596,0.0007682482,0.0006078448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009138515,0.0002354986,0.9794824,0.00002526212,0.00002306296,0.000133738,0.01228392,0.0000435156,0.00009818923,0.00007841,0.0002961749,0.007208549],"study_design_scores_gemma":[0.00000250371,0.0001191498,0.9857607,0.00002070324,0.00001557366,0.0000665401,0.01325404,0.00006879014,0.00009257061,0.00001727784,0.0005762212,0.000005813483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991592,0.0000699532,0.00002907158,0.00009516083,0.000003309718,0.000003961705,0.00006502595,0.000001171661,0.0005731781],"genre_scores_gemma":[0.9995572,0.00006740907,0.0000274475,0.00003451432,0.000004404729,0.000004819417,0.00007156911,9.479178e-7,0.0002316543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01669133,"threshold_uncertainty_score":0.03318834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192808798265999,"score_gpt":0.4209604310806087,"score_spread":0.3890323430979487,"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."}}