{"id":"W4391974147","doi":"10.1007/978-3-031-54144-5_192","title":"Academic Integrity in Nepal","year":2024,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Academic integrity; Research integrity; Computer science; Political science; Library science; Public relations","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00111194,0.000214216,0.0002617562,0.0006111113,0.000068417,0.00004630688,0.0006791544,0.001661568,0.001552435],"category_scores_gemma":[0.0002801453,0.0002339899,0.000162714,0.00004923838,0.000298571,0.0002010324,0.0001038179,0.004478378,0.0002804783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006642619,"about_ca_system_score_gemma":0.001587736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778461,"about_ca_topic_score_gemma":0.001527394,"domain_scores_codex":[0.9981112,0.00002779742,0.0005788218,0.0003652434,0.0007132377,0.0002036355],"domain_scores_gemma":[0.99897,0.0001652722,0.0002814576,0.0001538656,0.0003416998,0.00008774461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001972945,0.00002137596,0.0004510322,0.00004027129,0.00004665426,0.000001854995,0.004471133,8.549619e-7,0.00003870847,0.9709616,0.007527526,0.01641931],"study_design_scores_gemma":[0.00005652388,0.000008725051,0.0001288877,0.001467016,0.00002559175,0.000001649755,0.0005394359,0.00001299225,0.0001084756,0.3587492,0.6387257,0.0001758075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001351481,0.00247795,0.00003562416,0.004031904,0.007130417,0.000273137,0.00005606011,0.00004741192,0.984596],"genre_scores_gemma":[0.08338929,0.002670659,0.0003278822,0.0002609191,0.002630615,0.00002372176,0.00008634013,0.00003524309,0.9105753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6311982,"threshold_uncertainty_score":0.9996345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175860379882788,"score_gpt":0.3592390635236814,"score_spread":0.3174804597248535,"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."}}