{"id":"W2081740314","doi":"10.1111/j.1476-8070.2004.00409.x","title":"Preparing for Portfolio Assessment in Art and Design: A Study of the Opinions and Experiences of Exiting Secondary School Students in Canada, England and The Netherlands","year":2004,"lang":"en","type":"article","venue":"International Journal of Art & Design Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Lakehead University; Brock University","funders":"","keywords":"Portfolio; Futures contract; Curriculum; Plan (archaeology); Pedagogy; Value (mathematics); Medical education; Psychology; Mathematics education; Medicine; Business; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005278829,0.0004095415,0.0008110671,0.001519587,0.01041245,0.007425406,0.001716969,0.001280639,0.00283399],"category_scores_gemma":[0.01141896,0.0004499953,0.000340988,0.002038666,0.004513808,0.001160599,0.002853999,0.00187862,0.0003791123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0164531,"about_ca_system_score_gemma":0.02374582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7245715,"about_ca_topic_score_gemma":0.8738062,"domain_scores_codex":[0.9940858,0.001377737,0.0003328377,0.0004290784,0.001978952,0.001795543],"domain_scores_gemma":[0.9867656,0.003065815,0.001243956,0.0002079513,0.003526796,0.005189782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007829462,0.000226178,0.07542498,0.00009261618,0.000008020809,0.0009245432,0.8981516,0.0001046108,0.0008188997,0.0004797488,0.001754888,0.02193548],"study_design_scores_gemma":[0.000004968037,0.00008975869,0.0450458,0.00008172248,0.000006361261,0.0001756547,0.9406489,0.0001216781,0.0002557516,0.00006246942,0.01347626,0.00003067605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960595,0.0002203864,0.0000998515,0.0003009747,0.00001285058,0.00003606806,0.00003049623,0.000003231562,0.003236628],"genre_scores_gemma":[0.9934945,0.0003525518,0.0002648004,0.0001983099,0.000003912414,0.00001971353,0.00005045281,0.000008339243,0.005607448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2754285,"threshold_uncertainty_score":0.554101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855471660622897,"score_gpt":0.4106629709448597,"score_spread":0.3821082543386307,"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."}}