{"id":"W2914965366","doi":"10.1002/9780470690048.ch10","title":"The Role of Assessment in a Learning Culture","year":2002,"lang":"en","type":"other","venue":"Teaching and Learning","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Reading (process); Section (typography); Mathematics education; Psychology; Process (computing); Pedagogy; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002116222,0.0001343949,0.0002155755,0.00009834016,0.001041429,0.000116574,0.0001910826,0.0001805112,0.0003046953],"category_scores_gemma":[0.0003024724,0.00009985391,0.00004933489,0.0000948144,0.0001251787,0.00003865338,0.00006072853,0.002383529,0.000009211103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004572513,"about_ca_system_score_gemma":0.00003509301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004928202,"about_ca_topic_score_gemma":0.0009161459,"domain_scores_codex":[0.9976988,0.001350632,0.0001555016,0.0001878416,0.0003447611,0.0002624295],"domain_scores_gemma":[0.9993652,0.0002788422,0.0002286331,0.00007613073,0.00001057846,0.00004057671],"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":[0.000008629907,0.0001100694,0.331085,0.0000541666,0.0001290208,0.000006426719,0.2751297,0.0001320725,0.0001035059,0.02748813,0.02870653,0.3370468],"study_design_scores_gemma":[0.0001322445,0.00003069847,0.001270091,0.0001699681,0.00001315972,1.899722e-7,0.07937921,0.000217239,1.593754e-7,0.00005850143,0.9186127,0.0001158605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002424151,0.004109236,0.00001620585,0.0001330449,0.00009335364,0.0001359372,2.785767e-7,0.0001070601,0.9929807],"genre_scores_gemma":[0.2480723,0.001741455,0.0004174952,0.00000625625,0.0002592219,0.000007167363,0.000003206717,0.00006346309,0.7494295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8899062,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123560494908818,"score_gpt":0.328874295157672,"score_spread":0.3165182456667902,"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."}}