{"id":"W4391905991","doi":"10.55016/ojs/ajer.v46i3.54818","title":"Changing Assessment Practices in the Classroom: A Study of One Teacher's Challenge","year":2000,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Mathematics education; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008190664,0.00006841362,0.0001686112,0.0003991017,0.0004042164,0.0001128848,0.0008221728,0.00004647235,0.01442334],"category_scores_gemma":[0.002982605,0.00005076024,0.00005438254,0.000956858,0.000146895,0.000440762,0.00003905431,0.0006130573,0.00004345925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994292,"about_ca_system_score_gemma":0.001192251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620073,"about_ca_topic_score_gemma":0.01704891,"domain_scores_codex":[0.9953491,0.001704342,0.0004125239,0.0001303927,0.002045177,0.000358442],"domain_scores_gemma":[0.9862181,0.0127722,0.0003683871,0.0001572756,0.0004050635,0.00007900815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548226,0.01557136,0.6165395,0.00001970951,0.0002090627,0.000002959322,0.332003,0.0000159829,0.00003614724,0.02645317,0.003224504,0.005769793],"study_design_scores_gemma":[0.0008469634,0.0008884006,0.5118548,0.00008695155,0.00003767145,0.000003557009,0.4629517,0.00001355928,0.000001611845,0.001235228,0.02198773,0.00009179643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.707316,0.0001999417,1.135239e-7,0.02714411,0.00006525571,0.0002814377,1.53301e-7,2.016189e-7,0.2649928],"genre_scores_gemma":[0.9815971,0.0005751653,0.00006200795,0.00003395605,0.000687732,0.00003020293,8.254711e-7,0.000005981012,0.017007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2742811,"threshold_uncertainty_score":0.9864776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.240584534806345,"score_gpt":0.5385362550330982,"score_spread":0.2979517202267533,"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."}}