{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03758188,0.0004425824,0.001305854,0.004205745,0.004293859,0.01458733,0.00202616,0.004560984,0.002226336],"category_scores_gemma":[0.04994531,0.0003947395,0.0005115121,0.004569453,0.01842943,0.01765597,0.00529107,0.006965695,0.0003790189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384444,"about_ca_system_score_gemma":0.03422973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03414841,"about_ca_topic_score_gemma":0.04136517,"domain_scores_codex":[0.9704722,0.02133661,0.001129518,0.001295902,0.004075693,0.001690089],"domain_scores_gemma":[0.952321,0.03413079,0.003529714,0.001602069,0.006070299,0.002346084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000433283,0.0001931548,0.009513004,0.007011488,0.0001639783,0.0001750027,0.1130615,0.0005405215,0.0003581614,0.4599067,0.08323761,0.3257955],"study_design_scores_gemma":[0.0000120032,0.0001054667,0.01241508,0.02352681,0.00007843425,0.0001163764,0.1364807,0.0002656083,0.000379218,0.1946835,0.6318777,0.00005919953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01648463,0.4293852,0.003767254,0.5134691,0.00301472,0.0000571537,0.00008218352,0.00002410237,0.0337157],"genre_scores_gemma":[0.4603065,0.48009,0.004898619,0.04717514,0.002917258,0.0001911029,0.00008266668,0.00006112905,0.004277683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03758188,"threshold_uncertainty_score":0.1987543,"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."}}