{"id":"W2041736189","doi":"10.5539/ass.v4n5p114","title":"The Most Effective Approaches to Increasing Parental Involvement","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Attendance; Psychology; Feeling; Variety (cybernetics); Test (biology); Constructive; Class (philosophy); Mathematics education; Student achievement; Medical education; Developmental psychology; Social psychology; Academic achievement; Computer science; Medicine; Process (computing)","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":[0.003813235,0.0008614562,0.0005070444,0.00151658,0.002561097,0.001105355,0.00152316,0.001558024,0.01205939],"category_scores_gemma":[0.008832815,0.0003368244,0.001272793,0.000712337,0.000741265,0.001746878,0.002278878,0.002810969,0.001291936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009793143,"about_ca_system_score_gemma":0.001573293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007717895,"about_ca_topic_score_gemma":0.003215399,"domain_scores_codex":[0.9957189,0.002317955,0.0002797083,0.000387086,0.0009819278,0.000314545],"domain_scores_gemma":[0.9972957,0.00108752,0.0003484025,0.0003145418,0.0004094585,0.0005443229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005301457,0.005402192,0.002894064,0.002667311,0.0001710664,0.0004213312,0.003118571,0.0003476831,0.003498389,0.004705124,0.01398005,0.9622642],"study_design_scores_gemma":[0.004044717,0.01466873,0.07148498,0.01632924,0.003195404,0.0053625,0.02174178,0.002981249,0.05649482,0.05366392,0.7495621,0.0004704991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4083288,0.06686835,0.2202106,0.105942,0.009319331,0.01286993,0.001048018,0.002363828,0.173049],"genre_scores_gemma":[0.6472363,0.02974094,0.2689576,0.0128036,0.00134549,0.007700479,0.0004032689,0.0002532662,0.03155894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205939,"threshold_uncertainty_score":0.04034269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0772243894808378,"score_gpt":0.3419657579961741,"score_spread":0.2647413685153363,"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."}}