{"id":"W2901605106","doi":"10.1007/s40037-018-0480-3","title":"Students as stakeholders in assessment: how students perceive the value of an assessment","year":2018,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université de Sherbrooke; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medical education; Value (mathematics); Assessment for learning; Computer science; Psychology; Mathematics education; Medicine; Formative assessment","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01480251,0.0003430218,0.0003873736,0.001109588,0.00172464,0.008014408,0.0008405966,0.001809692,0.003765314],"category_scores_gemma":[0.05441313,0.0002922353,0.000456925,0.0006027343,0.003005276,0.003368765,0.004577563,0.002208058,0.0007190428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608491,"about_ca_system_score_gemma":0.002454841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113549,"about_ca_topic_score_gemma":0.001344721,"domain_scores_codex":[0.9864139,0.008188677,0.0006792653,0.0005696527,0.003187142,0.000961294],"domain_scores_gemma":[0.9610689,0.02045686,0.007386556,0.001051989,0.005262311,0.004773314],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002763612,0.0006370756,0.5289782,0.0003854287,0.00006391698,0.0009405987,0.3680691,0.0004810659,0.004438291,0.002020883,0.003278915,0.09043026],"study_design_scores_gemma":[0.000041797,0.001666875,0.242736,0.0007425452,0.00009773151,0.002045867,0.7131519,0.002625694,0.003864566,0.004935394,0.02789008,0.0002015059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919267,0.0002751628,0.001879726,0.002043423,0.00002639084,0.0000521246,0.00001921429,0.00003277633,0.003744538],"genre_scores_gemma":[0.998401,0.0001226825,0.0007079333,0.0002133498,0.000007792341,0.00002792501,0.00001190519,0.000006986988,0.000500435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9851975,"threshold_uncertainty_score":0.07828414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058741404877337,"score_gpt":0.4845422844374835,"score_spread":0.4539548703887102,"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."}}