{"id":"W644824633","doi":"","title":"Education Governance for the Twenty-First Century: Overcoming the Structural Barriers to School Reform","year":2013,"lang":"en","type":"book","venue":"Brookings Institution Press eBooks","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Public administration; Political science; Sociology; Management; Economics","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001274351,0.0004773919,0.0003795598,0.0001335863,0.00199739,0.001436455,0.002421942,0.0002394894,0.0003922471],"category_scores_gemma":[0.00186887,0.0002559712,0.0003105772,0.00007703521,0.0003317347,0.0005863293,0.000475624,0.0005401068,0.0001068207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002360742,"about_ca_system_score_gemma":0.004004922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077057,"about_ca_topic_score_gemma":0.0003084461,"domain_scores_codex":[0.9955679,0.00006294018,0.001028818,0.0008450621,0.002018897,0.000476355],"domain_scores_gemma":[0.9955484,0.0007137878,0.001113797,0.001319065,0.0009307826,0.0003741596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000443358,0.000009825345,0.00003718593,0.00003313413,0.00006848825,1.183775e-7,0.0008061934,0.00007385955,0.00002097212,0.6331533,0.3218742,0.04387833],"study_design_scores_gemma":[0.0002623009,0.00004957245,0.0009290117,0.0002326899,0.00007947699,0.000004498012,0.0007371274,0.0002228989,0.0001320649,0.02327917,0.9737112,0.0003600271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001263402,0.001582157,0.001934,0.005662743,0.01450424,0.007216923,0.0002783496,0.00009162565,0.9674665],"genre_scores_gemma":[0.04352343,0.00007391811,0.0005748637,0.005196556,0.002529135,0.002094954,0.00006168018,0.00005049727,0.945895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6518369,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706376791960495,"score_gpt":0.3408078832681554,"score_spread":0.2937441153485504,"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."}}