{"id":"W3128094477","doi":"10.18833/spur/4/2/7","title":"Creative, Interdisciplinary Undergraduate Research: An Educational Cell Biology Video Game Designed by Students for Students","year":2021,"lang":"en","type":"article","venue":"Scholarship and Practice of Undergraduate Research","topic":"Educational Games and Gamification","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Timeline; Entertainment; Medical education; Undergraduate research; Psychology; Mathematics education; Multimedia; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01550125,0.0002711132,0.0003732553,0.0005633461,0.000778819,0.0005457555,0.001058067,0.0003006516,0.0002139546],"category_scores_gemma":[0.00534921,0.0002709056,0.0001045789,0.001156715,0.0007403228,0.001046102,0.0007074752,0.001393594,0.0001496059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351454,"about_ca_system_score_gemma":0.0007850258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581379,"about_ca_topic_score_gemma":0.00004914927,"domain_scores_codex":[0.98599,0.009504442,0.000674733,0.001184642,0.001709956,0.0009362402],"domain_scores_gemma":[0.9811702,0.01343652,0.0003054476,0.0008688595,0.003774161,0.0004447734],"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":[0.008390726,0.03178433,0.08284812,0.0007765512,0.001910917,0.00004884857,0.01822261,0.00001102974,0.1669841,0.5893741,0.0694692,0.03017951],"study_design_scores_gemma":[0.004575383,0.00356594,0.06704665,0.0002372731,0.0001639086,0.00009687166,0.03231633,0.00001790812,0.007085375,0.8139818,0.07021516,0.0006973859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284019,0.007488591,0.001253191,0.2362565,0.0007920072,0.002046366,0.0002103673,0.00004234645,0.02350874],"genre_scores_gemma":[0.9720118,0.001452587,0.002268577,0.0002188104,0.0002299009,0.0005221972,0.000597148,0.00006295058,0.02263603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436099,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026728621444552,"score_gpt":0.5674375620364152,"score_spread":0.3647646998919599,"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."}}