{"id":"W2545907486","doi":"","title":"Open badges in online learning environments: Peer feedback and formative assessment as an engagement intervention for promoting agency","year":2016,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Formative assessment; Intervention (counseling); Agency (philosophy); Electronic learning; Peer feedback; Psychology; Peer evaluation; Peer assessment; Computer science; Educational technology; Multimedia; Mathematics education; Higher education; Sociology; Political science","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":[0.005801654,0.0004832816,0.0005243841,0.0007237731,0.000893089,0.001634057,0.0006777873,0.0009152147,0.002339782],"category_scores_gemma":[0.01339816,0.0002496573,0.0004767844,0.0003236006,0.001129845,0.001661675,0.002722734,0.001247642,0.0002624369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005082931,"about_ca_system_score_gemma":0.00120768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003697514,"about_ca_topic_score_gemma":0.0008434147,"domain_scores_codex":[0.9953001,0.003286003,0.0002185167,0.0003256219,0.0005561362,0.000313658],"domain_scores_gemma":[0.9917209,0.004774486,0.0007166421,0.0007625975,0.0002999579,0.001725442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006244036,0.09553522,0.01930153,0.001612699,0.0002043944,0.0005257304,0.05018402,0.001609133,0.01880969,0.002899466,0.002943966,0.8001302],"study_design_scores_gemma":[0.01538053,0.2425848,0.4482672,0.004021639,0.00123467,0.002228957,0.08791986,0.02255544,0.07324487,0.02264283,0.0790013,0.0009179353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910376,0.00008779786,0.004466983,0.0002906455,0.00006027627,0.0009342145,0.00001969864,0.0001476199,0.002955297],"genre_scores_gemma":[0.9741387,0.0001543826,0.02205519,0.0001460014,0.00003201468,0.001750163,0.00003023,0.00001535255,0.001677992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005801654,"threshold_uncertainty_score":0.03068238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07385997258955938,"score_gpt":0.4501868546800385,"score_spread":0.3763268820904791,"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."}}