{"id":"W4389306911","doi":"10.1007/978-3-031-39989-3_159","title":"Designing International Research to Promote Academic Integrity: From Funding to Educating","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Academic integrity; General partnership; Dream; Research integrity; Public relations; Political science; Engineering ethics; Pedagogy; Management; Medical education; Sociology; Engineering; Psychology; Medicine; Law","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01051924,0.0003165732,0.0003923552,0.0009823792,0.00102966,0.0002991185,0.001933989,0.002945286,0.004177806],"category_scores_gemma":[0.007266222,0.0003276268,0.0001338131,0.0003353018,0.000198017,0.0002551275,0.0007950003,0.01374457,0.009091299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167159,"about_ca_system_score_gemma":0.00123238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01655833,"about_ca_topic_score_gemma":0.003515586,"domain_scores_codex":[0.9950573,0.0002693193,0.0006009951,0.0008977499,0.002238719,0.0009358571],"domain_scores_gemma":[0.9960172,0.002240672,0.0001438844,0.0002719765,0.0006882139,0.000638072],"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":[0.00002440963,0.000005850209,0.00007855691,0.000009421888,0.00008671667,0.00001593471,0.04886037,0.000003066268,0.0005212961,0.731822,0.1738239,0.04474849],"study_design_scores_gemma":[0.00004293268,0.00002970752,0.00001381843,0.001254747,0.00001436888,9.26847e-7,0.01024782,0.00001770675,0.0001899204,0.1695184,0.8182818,0.0003878481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000462794,0.00005373223,0.002846109,0.05107513,0.003412184,0.000924618,0.00008739297,0.0003240993,0.940814],"genre_scores_gemma":[0.002650971,0.0003257214,0.01394449,0.001821034,0.006846827,0.00006224651,0.00007826738,0.00009290516,0.9741775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6444579,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2902443126297469,"score_gpt":0.4635236848789639,"score_spread":0.173279372249217,"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."}}