{"id":"W4389359724","doi":"10.55016/ojs/ajer.v58i1.55561","title":"Cost-Effectiveness of Comprehensive School Reform in Low Achieving Schools","year":2012,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Disadvantaged; Cost effectiveness; Mathematics education; Status quo; Student achievement; Political science; Academic achievement; Psychology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005863658,0.00007602826,0.0002364165,0.0005880878,0.0002428002,0.0000539998,0.0004016565,0.00008684461,0.002598848],"category_scores_gemma":[0.01092254,0.00006610272,0.00008370271,0.0008924154,0.0002038955,0.000765254,0.00004143673,0.0005611916,0.0002277036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141175,"about_ca_system_score_gemma":0.003881998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02700245,"about_ca_topic_score_gemma":0.001874799,"domain_scores_codex":[0.9963499,0.00172568,0.0005055054,0.00009401748,0.0008545247,0.0004703197],"domain_scores_gemma":[0.9827775,0.01482482,0.0002737081,0.0001546077,0.001522225,0.0004471465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008926089,0.0005094237,0.8530978,0.0001322465,0.00003926435,1.144929e-7,0.01227447,0.00001405189,0.000730344,0.1307595,0.002081238,0.0002723373],"study_design_scores_gemma":[0.0003800804,0.00006300522,0.9073722,0.0008357395,0.000005919058,0.0000131687,0.04905702,7.589176e-7,0.000277135,0.0006282065,0.0412698,0.00009694589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287178,0.000972634,0.000001421109,0.006300693,0.0005987408,0.0003537781,0.000001724239,3.005676e-7,0.06305294],"genre_scores_gemma":[0.9948928,0.0001911635,0.00007546655,0.0000464175,0.001368261,0.00003464814,0.000002598413,0.000009222505,0.003379387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301313,"threshold_uncertainty_score":0.9983129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2177870164413485,"score_gpt":0.5229301950016175,"score_spread":0.305143178560269,"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."}}