{"id":"W2770188235","doi":"10.1080/09585176.2017.1401550","title":"Student perspectives on assessment for learning","year":2017,"lang":"en","type":"article","venue":"The Curriculum Journal","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mathematics education; Thematic analysis; Terminology; Psychology; Portfolio; Coding (social sciences); Value (mathematics); Computer science; Qualitative research; Mathematics; Sociology","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":[0.01218034,0.0003365554,0.0005444459,0.001547111,0.003004653,0.008629589,0.0007203244,0.001387316,0.003555432],"category_scores_gemma":[0.03584227,0.0002051252,0.0004671432,0.001328851,0.002011559,0.002362111,0.005131399,0.003513813,0.000924209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673273,"about_ca_system_score_gemma":0.002827907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551474,"about_ca_topic_score_gemma":0.00172886,"domain_scores_codex":[0.97412,0.01695677,0.001172266,0.0006736732,0.005173077,0.001904176],"domain_scores_gemma":[0.9607329,0.01807244,0.005305615,0.001286329,0.007953293,0.006649295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002564452,0.0007717198,0.1862431,0.0003375436,0.00005383186,0.0019361,0.5444784,0.0005198692,0.004335626,0.01572521,0.01379823,0.2315439],"study_design_scores_gemma":[0.00003362105,0.001112176,0.1083886,0.0007587979,0.00003819726,0.002773765,0.6224597,0.001488976,0.003636871,0.007508415,0.2516456,0.0001553138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407406,0.0008110243,0.002090611,0.009675036,0.0001958827,0.00005677913,0.00008772797,0.00006492375,0.04627737],"genre_scores_gemma":[0.9958329,0.000320815,0.0005174134,0.0005037736,0.00003955139,0.0000216009,0.00003051422,0.0000139621,0.002719419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218034,"threshold_uncertainty_score":0.06441659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844282093240321,"score_gpt":0.4392462300933151,"score_spread":0.4008034091609119,"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."}}