{"id":"W2526962908","doi":"10.5539/ies.v9n10p256","title":"Parents’ Participation in Improving the Quality of Elementary School in the City of Malang, East Java, Indonesia","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Negeri Malang","keywords":"Mathematics education; Qualitative research; Java; Data collection; Quality (philosophy); Psychology; Class (philosophy); Primary education; Pedagogy; Medical education; Sociology; Computer science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984734,0.00006748175,0.0001123933,0.0001250445,0.00008927488,0.00001531481,0.0003651817,0.00002515264,0.00008588169],"category_scores_gemma":[0.001728778,0.00003971347,0.00003642111,0.0002638482,0.0002475556,0.0002984217,0.00005264622,0.00006054969,0.000005624537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736165,"about_ca_system_score_gemma":0.0002821302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122686,"about_ca_topic_score_gemma":0.01558685,"domain_scores_codex":[0.9982713,0.0004126968,0.0005335227,0.0001329337,0.0005255604,0.0001240256],"domain_scores_gemma":[0.99843,0.0004772696,0.0003878294,0.0001460149,0.0005402091,0.00001869506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001686835,0.0005192323,0.9575381,0.00001159609,0.0000261573,2.967906e-8,0.02883411,0.00000210549,0.0009768067,0.006405677,0.000365205,0.005304141],"study_design_scores_gemma":[0.0001718077,0.000009718627,0.8874426,0.00007732267,0.000006041069,5.626864e-8,0.1087939,0.000001838475,0.0004844068,0.002449121,0.0005197484,0.000043469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885663,0.0002863775,0.00003380702,0.008606463,0.001197305,0.0002989145,0.00001415559,0.000004952549,0.0009917649],"genre_scores_gemma":[0.9989406,0.0001892025,0.00006282795,0.0002412535,0.0001505294,0.0002359616,0.00001254295,0.000002822021,0.0001642054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07995979,"threshold_uncertainty_score":0.9943088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198044260847376,"score_gpt":0.4948215642183287,"score_spread":0.2967773033709526,"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."}}