{"id":"W2041332515","doi":"10.1177/0022487108321378","title":"Adding Value to Public Schools","year":2008,"lang":"en","type":"article","venue":"Journal of Teacher Education","topic":"School Choice and Performance","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Mathematics education; Psychology; Perception; Pupil; Value (mathematics); Academic achievement; Scale (ratio); The arts; Pedagogy","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":[0.001574394,0.0002141234,0.0001994399,0.0007139257,0.001208716,0.002855384,0.000375873,0.0004895964,0.003805655],"category_scores_gemma":[0.009531898,0.0001572157,0.0002094796,0.0005191097,0.001439199,0.001531012,0.001865295,0.0006662647,0.0002192478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593576,"about_ca_system_score_gemma":0.002509399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643724,"about_ca_topic_score_gemma":0.004240387,"domain_scores_codex":[0.9980457,0.000930133,0.00003532685,0.0000950623,0.000449949,0.00044376],"domain_scores_gemma":[0.9936696,0.002639699,0.00127905,0.0004582629,0.0005659887,0.001387389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0010193,0.002575547,0.3254496,0.0005480807,0.0001592337,0.0007251499,0.02765764,0.001304177,0.008167944,0.04262285,0.003164429,0.586606],"study_design_scores_gemma":[0.0001744474,0.004514982,0.7871303,0.00062373,0.0003068735,0.0006875434,0.04419773,0.003663808,0.009782423,0.05679205,0.09199858,0.0001275531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981498,0.0002193024,0.0005541625,0.0009516174,0.0000183795,0.00003189305,0.00001618083,0.00001146084,0.01669897],"genre_scores_gemma":[0.998912,0.00008388977,0.0003066889,0.00003226568,0.00001081763,0.000003862254,0.00000463577,0.000001904969,0.0006440176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003805655,"threshold_uncertainty_score":0.01881778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627434184761965,"score_gpt":0.3784812019362854,"score_spread":0.315737783460089,"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."}}