{"id":"W4212804987","doi":"10.2196/33459","title":"Teaching Students About Plagiarism Using a Serious Game (Plagi-Warfare): Design and Evaluation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Johannesburg","keywords":"Mathematics education; Game mechanics; Game design; Game Developer; Computer science; Multimedia; Psychology","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01114779,0.001171702,0.001237032,0.001705832,0.0008498633,0.00114666,0.00121684,0.001178309,0.003735113],"category_scores_gemma":[0.01645811,0.0005544747,0.001399338,0.0006330636,0.001434366,0.0008136426,0.0008748439,0.001115133,0.0006146304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182607,"about_ca_system_score_gemma":0.00172938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348319,"about_ca_topic_score_gemma":0.001938634,"domain_scores_codex":[0.993324,0.003607718,0.0007288812,0.0006382053,0.001021674,0.00067961],"domain_scores_gemma":[0.9830983,0.009765227,0.001457031,0.0007007541,0.003140199,0.001838372],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.04545706,0.4658186,0.09304977,0.006734965,0.001159998,0.001145381,0.02783323,0.006248315,0.03223015,0.002024311,0.003676857,0.3146214],"study_design_scores_gemma":[0.02152724,0.733033,0.176999,0.0007310485,0.001381069,0.0006899216,0.01097971,0.009373175,0.03012548,0.001107619,0.01372643,0.0003263715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870356,0.000129272,0.00283881,0.00005301632,0.000029132,0.008368756,0.0001186509,0.00005079427,0.001375992],"genre_scores_gemma":[0.9617264,0.0003510382,0.01514217,0.0001419299,0.00003841396,0.01969621,0.0002719682,0.00002907677,0.002602869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988217,"threshold_uncertainty_score":0.05895591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399374936193916,"score_gpt":0.3860888950550104,"score_spread":0.3420951456930712,"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."}}