{"id":"W4405940634","doi":"10.18554/rt.v17i3.7450","title":"CONCEPTIONS OF ASSESSMENT IN HIGHER EDUCATION","year":2024,"lang":"en","type":"article","venue":"Revista Triângulo","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Mathematics education; Psychology; Pedagogy; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01543942,0.0003993922,0.0002677035,0.004515413,0.002830395,0.01010839,0.0008092861,0.001054253,0.001232797],"category_scores_gemma":[0.02749258,0.0003036454,0.0002525489,0.002794482,0.02068996,0.005023647,0.003766181,0.001777391,0.0001752417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01579593,"about_ca_system_score_gemma":0.007923452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271641,"about_ca_topic_score_gemma":0.01086766,"domain_scores_codex":[0.9754627,0.01687494,0.001148495,0.001201742,0.004200933,0.001111187],"domain_scores_gemma":[0.97614,0.01503475,0.003682404,0.001476537,0.002301563,0.001364784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007804943,0.0001776577,0.09626632,0.0003316263,0.00003476076,0.0003742716,0.2877911,0.001922191,0.0009719998,0.4789978,0.00216539,0.1308887],"study_design_scores_gemma":[0.00005285095,0.000406439,0.1854919,0.001892952,0.00004056224,0.001380711,0.2970673,0.004350923,0.001477182,0.2862894,0.2213411,0.0002086511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6781832,0.007901182,0.05316276,0.02062934,0.0002686221,0.0003321608,0.0001009975,0.0001406676,0.2392811],"genre_scores_gemma":[0.9946846,0.0004578255,0.002766439,0.0001712607,0.00001750863,0.00004352983,0.000009794841,0.000007207655,0.001841803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579593,"threshold_uncertainty_score":0.114608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06498206847688327,"score_gpt":0.4389768000616013,"score_spread":0.3739947315847181,"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."}}