{"id":"W4399914400","doi":"10.33919/esnbu.24.1.1","title":"Academic Integrity Policies in HEIs Across Cultures","year":2024,"lang":"en","type":"article","venue":"English Studies at NBU","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New Bulgarian University; Bulgarian National Science Fund; National Science Foundation","keywords":"Academic integrity; Higher education; Research integrity; Political science; Sociology; Engineering ethics; Public relations; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01625331,0.0001994848,0.0005229361,0.003080576,0.01402996,0.01251405,0.001055448,0.001477227,0.00416057],"category_scores_gemma":[0.05249717,0.0003343264,0.0002827292,0.004435098,0.02290468,0.008475821,0.0117775,0.003057126,0.0003613435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01682354,"about_ca_system_score_gemma":0.01958169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08018464,"about_ca_topic_score_gemma":0.06581042,"domain_scores_codex":[0.9738991,0.01389679,0.002063315,0.001812322,0.00461084,0.003717664],"domain_scores_gemma":[0.9511315,0.01881513,0.008377315,0.006628294,0.009204037,0.005843695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006813936,0.00008695134,0.0366631,0.0002041489,0.0000440149,0.0006262446,0.5943245,0.0002600928,0.0003860262,0.3153486,0.002006458,0.0499817],"study_design_scores_gemma":[0.0000162535,0.00009674365,0.08214477,0.001350819,0.00003595153,0.0007575091,0.7709283,0.0004306121,0.001052959,0.05459692,0.08848985,0.00009932805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7076536,0.003681152,0.003107192,0.01422084,0.000177315,0.0001176471,0.00009087665,0.00002561648,0.2709256],"genre_scores_gemma":[0.9952146,0.0004932414,0.0003900511,0.0005141945,0.00001021188,0.00003040218,0.0000122583,0.000009476204,0.003325519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9985228,"threshold_uncertainty_score":0.1594358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358266981316663,"score_gpt":0.4225867043056914,"score_spread":0.3690040344925248,"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."}}