{"id":"W1889593132","doi":"10.24908/pceea.v0i0.3703","title":"ASSESSING PEER EVALUATION: A COMPARATIVE STUDY OF PEER EVALUATION METHODS USED IN AN ENGINEERING DESIGN COURSE","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Helpfulness; Peer feedback; Peer assessment; Psychology; Perception; Peer evaluation; Preference; Medical education; Course evaluation; Computer science; Mathematics education; Higher education; Social psychology; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.05791297,0.0007487647,0.001178696,0.002710235,0.002366578,0.002741609,0.001352824,0.0009368169,0.001151184],"category_scores_gemma":[0.1727479,0.0003982765,0.0007237183,0.00145599,0.001370506,0.002247395,0.002343868,0.001104563,0.0004458591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515488,"about_ca_system_score_gemma":0.002123749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008598189,"about_ca_topic_score_gemma":0.001892488,"domain_scores_codex":[0.9149236,0.06468899,0.003845127,0.002165552,0.01294415,0.001432523],"domain_scores_gemma":[0.8188523,0.1185681,0.01181749,0.006882785,0.03775697,0.006122383],"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":[0.004224807,0.007905249,0.1372884,0.002216214,0.0005203102,0.00089282,0.2285109,0.0007281973,0.01035569,0.0009614454,0.002476038,0.60392],"study_design_scores_gemma":[0.001483686,0.07524536,0.5605738,0.00208238,0.0008284466,0.004282802,0.2920527,0.01067662,0.01627499,0.002362271,0.0334891,0.0006476808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893522,0.0007857961,0.005459221,0.0001370277,0.00008757786,0.0006111107,0.00001691917,0.00004887252,0.003501253],"genre_scores_gemma":[0.9856502,0.0007484938,0.01130058,0.0001278874,0.00007396632,0.0007053729,0.00004763629,0.00004935289,0.001296393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05791297,"threshold_uncertainty_score":0.3062767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147509611172865,"score_gpt":0.3737720765307198,"score_spread":0.2590211154134333,"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."}}