{"id":"W2960900077","doi":"10.1111/puar.13083","title":"What Gets Measured, Gets Done: Understanding and Addressing Middle‐Class Challenges","year":2019,"lang":"en","type":"article","venue":"Public Administration Review","topic":"School Choice and Performance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Middle class; Thriving; Context (archaeology); Government (linguistics); Class (philosophy); Public policy; Political science; Population; Tracking (education); Face (sociological concept); Benchmarking; Public administration; Economic growth; Sociology; Economics; Geography; Business; Computer science; Law; Social science; Pedagogy; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863467,0.0001399113,0.0002645165,0.00005669879,0.0004156741,0.0006644591,0.0001896344,0.0001094997,0.0003946889],"category_scores_gemma":[0.0003162649,0.0001286021,0.00005860486,0.0001452294,0.0001078694,0.002491022,0.00002852958,0.0001667942,0.0001326376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193979,"about_ca_system_score_gemma":0.0003631357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001496616,"about_ca_topic_score_gemma":0.00302408,"domain_scores_codex":[0.9982961,0.0002476883,0.0002963504,0.0003058319,0.0005292916,0.000324719],"domain_scores_gemma":[0.9991106,0.000135449,0.0001902747,0.0002264377,0.0001272741,0.0002099976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000550084,0.0002895261,0.01480187,0.01799136,0.0002154534,0.00003600005,0.01525096,6.134272e-7,0.00008230982,0.3842922,0.01117147,0.5558133],"study_design_scores_gemma":[0.0002192262,0.00006056849,0.001236346,0.004233079,0.00003477091,0.000007940134,0.006503629,0.00001612786,0.00001220019,0.001036429,0.9863688,0.0002708884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01018179,0.776691,0.00006621833,0.1465835,0.001051425,0.0008769152,0.00000303632,0.0001247747,0.06442135],"genre_scores_gemma":[0.4868875,0.5109993,0.00004368534,0.001103353,0.0002208708,0.00002316371,0.000008798267,0.000007906366,0.0007053654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9751973,"threshold_uncertainty_score":0.6407394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2943855134202582,"score_gpt":0.379510659742769,"score_spread":0.08512514632251084,"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."}}