{"id":"W2546973172","doi":"","title":"Factors underlying students’ appropriate or inappropriate use of scholarly sources in academic writing, and instructors’ responses","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Academic integrity; Academic writing; Psychology; Mathematics education; Medical education; Pedagogy; Medicine; Social psychology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01860257,0.0003490998,0.0006064068,0.002860806,0.003211106,0.01182364,0.001516717,0.002701235,0.003090995],"category_scores_gemma":[0.1840154,0.0005593357,0.0004987952,0.001946576,0.00507676,0.004144019,0.005831838,0.00459858,0.001101378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002574093,"about_ca_system_score_gemma":0.003344348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419278,"about_ca_topic_score_gemma":0.003571506,"domain_scores_codex":[0.9711049,0.01211307,0.003503558,0.002356414,0.008934526,0.00198764],"domain_scores_gemma":[0.8430157,0.08188815,0.03995794,0.004088424,0.01925928,0.01179044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003004682,0.0008357625,0.3219858,0.0003309623,0.00007479916,0.001231463,0.6362609,0.0002287486,0.003055417,0.001660284,0.002329492,0.03170592],"study_design_scores_gemma":[0.00004556101,0.0003285653,0.2583317,0.0003351185,0.00005295533,0.0006068881,0.7266591,0.0006927275,0.001314626,0.00256205,0.008932311,0.0001384533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953185,0.0001640512,0.0003228588,0.001655744,0.00004479398,0.00003268315,0.00002484063,0.0000146714,0.002421883],"genre_scores_gemma":[0.9982107,0.0001328328,0.0001719197,0.000318091,0.00002862145,0.00004334757,0.00002098462,0.00001640402,0.00105707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9972988,"threshold_uncertainty_score":0.09838092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4828233835422638,"score_gpt":0.5712130073040649,"score_spread":0.08838962376180104,"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."}}