{"id":"W4254639704","doi":"10.1111/j.1467-873x.2009.00460.x","title":"Improving Education","year":2009,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pedagogy; Sociology; Mathematics education; Psychology","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":[0.002848543,0.0004487256,0.0003126805,0.001757804,0.001762102,0.004126607,0.0008256642,0.001785669,0.07134625],"category_scores_gemma":[0.008046038,0.0001602542,0.0003930891,0.001385731,0.001270836,0.002924444,0.003372339,0.001960539,0.01385703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176365,"about_ca_system_score_gemma":0.009386566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009389489,"about_ca_topic_score_gemma":0.017515,"domain_scores_codex":[0.9966174,0.0009483112,0.000124087,0.0003621065,0.001469056,0.0004791218],"domain_scores_gemma":[0.9951319,0.0006738424,0.000409658,0.0005776953,0.001820489,0.001386497],"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":[0.00003572393,0.0004086407,0.01215819,0.0002514769,0.00002236194,0.00004208721,0.0007517872,0.0002264662,0.0007138097,0.0808147,0.2705036,0.6340712],"study_design_scores_gemma":[0.00001425283,0.00008636236,0.02618307,0.0004725058,0.00002739246,0.0001038827,0.001299732,0.0001137631,0.0007714406,0.02048386,0.9504329,0.00001083849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02029516,0.01179665,0.006945408,0.1795215,0.003731033,0.0001448532,0.000831118,0.0006208915,0.7761135],"genre_scores_gemma":[0.3241344,0.02177021,0.02932499,0.05569312,0.002840858,0.0002406089,0.002176478,0.0001764768,0.5636429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07134625,"threshold_uncertainty_score":0.238677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884985486086492,"score_gpt":0.3546273251241143,"score_spread":0.3257774702632494,"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."}}