{"id":"W7105616846","doi":"10.1108/978-1-64113-881-9","title":"Critical Perspectives on Education Policy and Schools, Families, and Communities","year":2020,"lang":"en","type":"book","venue":"","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Education policy; Policy studies; Decentralization; Policy analysis; Centrality; Public policy; Set (abstract data type); Work (physics); Educational research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575843,0.0001542021,0.0001596195,0.000172353,0.0005472777,0.0002511196,0.0001550782,0.0001655981,0.0001523404],"category_scores_gemma":[0.0005478643,0.0001621188,0.00002516148,0.00007718757,0.0007841391,0.0002299878,0.00007609578,0.0003428772,0.00003895437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006626101,"about_ca_system_score_gemma":0.002685572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631551,"about_ca_topic_score_gemma":0.004771473,"domain_scores_codex":[0.999075,0.0001617024,0.0001283617,0.0002019289,0.0002671268,0.0001658555],"domain_scores_gemma":[0.9991604,0.0003386704,0.00004652498,0.0001432983,0.0001322282,0.0001788926],"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":[0.000003460705,0.00008815899,0.0001816677,0.00003908421,0.00001058358,9.263784e-8,0.07660054,1.4319e-8,0.00000159294,0.8556676,0.06513919,0.002268035],"study_design_scores_gemma":[0.00003960272,0.00005767876,0.00069494,0.0001363885,0.00001906395,4.049702e-7,0.5208778,0.000001508503,0.000002118463,0.05702802,0.4209728,0.0001696929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001904488,0.002512289,0.000003750147,0.01429531,0.0003074421,0.0002732999,0.00003058548,0.00007588492,0.980597],"genre_scores_gemma":[0.1789994,0.02147755,0.0005263661,0.003844508,0.002942539,0.00006357848,0.0002415376,0.00003668099,0.7918679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7986395,"threshold_uncertainty_score":0.9902349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06182706737430733,"score_gpt":0.391202447817554,"score_spread":0.3293753804432467,"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."}}