{"id":"W1994826792","doi":"10.1177/0042085908317676","title":"Value Added?","year":2008,"lang":"en","type":"article","venue":"Urban Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ethnography; Value (mathematics); Inclusion (mineral); Pedagogy; Diversity (politics); Sociology; Curriculum; Psychology; Participant observation; Cultural diversity; Social psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002511564,0.0003912598,0.0002284222,0.001269777,0.003253311,0.01276601,0.0009030147,0.001923234,0.03954066],"category_scores_gemma":[0.008850968,0.00014481,0.0003661012,0.001228201,0.004109336,0.007986551,0.006659809,0.001987273,0.006769889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003266625,"about_ca_system_score_gemma":0.002461892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307181,"about_ca_topic_score_gemma":0.00207552,"domain_scores_codex":[0.9966272,0.001350126,0.0001022559,0.0003176228,0.001117507,0.000485285],"domain_scores_gemma":[0.9967854,0.0007727115,0.0003332134,0.0004202245,0.0008355362,0.000852905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006472881,0.0001554528,0.006097364,0.0002037831,0.00002378104,0.0007257999,0.02585445,0.000103483,0.0007313767,0.6642599,0.06512066,0.2366592],"study_design_scores_gemma":[0.000009634684,0.00005635105,0.003153436,0.0003912844,0.00001251978,0.0008251079,0.0272644,0.0002576884,0.0004951873,0.1451159,0.8223974,0.00002111132],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04374978,0.001441298,0.00406573,0.03143994,0.001319583,0.0000777239,0.0001491572,0.00008124085,0.9176756],"genre_scores_gemma":[0.7936251,0.001949101,0.004670444,0.007137093,0.0007711229,0.0001327134,0.0003460948,0.0001337698,0.1912345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03954066,"threshold_uncertainty_score":0.1322768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05738393300315963,"score_gpt":0.349942884669801,"score_spread":0.2925589516666414,"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."}}