{"id":"W2936993317","doi":"10.53956/jfde.2018.131","title":"Using Participatory Action Research to Create Systematic Parent Engagement","year":2018,"lang":"en","type":"article","venue":"Journal of Family Diversity in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; College of Education, University of Saskatchewan","keywords":"Participatory action research; Honor; Citizen journalism; Value (mathematics); Action (physics); Action research; Community engagement; Sociology; Public relations; Order (exchange); Engineering ethics; Political science; Pedagogy; Business; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1820207,0.001139569,0.0009424014,0.003729048,0.008468791,0.009632046,0.003576326,0.002774119,0.00320539],"category_scores_gemma":[0.1074577,0.0008748965,0.00103433,0.0021521,0.01426945,0.007139415,0.01882226,0.004725704,0.0004444782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007538706,"about_ca_system_score_gemma":0.02805335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371724,"about_ca_topic_score_gemma":0.009439414,"domain_scores_codex":[0.7352775,0.2418319,0.003185681,0.007419579,0.008878194,0.003407034],"domain_scores_gemma":[0.8285357,0.1411538,0.005757584,0.01360713,0.00701004,0.003935816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002071362,0.001181224,0.01163699,0.002612574,0.0002454423,0.001212742,0.6096243,0.003570284,0.002847673,0.1197123,0.00697107,0.2401783],"study_design_scores_gemma":[0.0005866534,0.001680083,0.006138403,0.005935777,0.0002156806,0.0008466346,0.4540221,0.007014676,0.005672678,0.2615485,0.2561396,0.0001991817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2238889,0.003294458,0.6069447,0.03582417,0.001153179,0.0225586,0.0003880219,0.0005592617,0.1053887],"genre_scores_gemma":[0.6326098,0.001423543,0.3418549,0.002764511,0.00008886243,0.0155745,0.0001540825,0.00009245396,0.005437374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1820207,"threshold_uncertainty_score":0.962629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7553158028185357,"score_gpt":0.5687710698288327,"score_spread":0.186544732989703,"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."}}