{"id":"W1600384676","doi":"","title":"Teaching to the Test: What Every Educator and Policy-Maker Should Know.","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardized test; Mathematics education; Test (biology); Curriculum; Psychology; Strengths and weaknesses; Norm (philosophy); Medical education; Pedagogy; Medicine; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03366942,0.001718247,0.00210904,0.004486408,0.003204187,0.00878798,0.005556127,0.01605866,0.01494488],"category_scores_gemma":[0.1273872,0.0007285231,0.001013456,0.003302932,0.009310993,0.02067927,0.004837667,0.0153413,0.0166321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004943279,"about_ca_system_score_gemma":0.02129801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608302,"about_ca_topic_score_gemma":0.01697704,"domain_scores_codex":[0.9794601,0.009183844,0.001924232,0.0008506429,0.007462112,0.001119216],"domain_scores_gemma":[0.8841751,0.03937459,0.005185407,0.008082137,0.04538275,0.01779994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004374008,0.0001442192,0.002664431,0.0006657792,0.00002151162,0.0002569167,0.0004757501,0.0001267041,0.0001197968,0.006026803,0.6614284,0.3280258],"study_design_scores_gemma":[0.00005450557,0.0001545744,0.004829085,0.01210757,0.00004535106,0.001597635,0.003698803,0.000363933,0.0003125464,0.05026188,0.9264517,0.0001224354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006243557,0.06138041,0.006763033,0.8903543,0.02435288,0.0001701632,0.0005668545,0.0006338034,0.01515427],"genre_scores_gemma":[0.02784802,0.1915692,0.05231432,0.6442623,0.04625358,0.001569793,0.002555343,0.001407009,0.03222048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03366942,"threshold_uncertainty_score":0.1780631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360182513708301,"score_gpt":0.3962923616583372,"score_spread":0.3626905365212542,"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."}}