{"id":"W7024441206","doi":"","title":"Selfinvestigation and selfreporting of fraud and corruption by companies","year":2023,"lang":"nl","type":"book","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Flowering Plant Growth and Cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"L'Alliance Boviteq","funders":"U.S. Department of Justice","keywords":"Language change; Government (linguistics); Payment; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001956902,0.0002934444,0.0004068523,0.00155951,0.0004698475,0.003490539,0.0005020328,0.001427079,0.01343971],"category_scores_gemma":[0.01638402,0.0002856083,0.000278997,0.002045961,0.00191458,0.003244292,0.001065229,0.001129408,0.001161808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219518,"about_ca_system_score_gemma":0.00103382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624712,"about_ca_topic_score_gemma":0.002753118,"domain_scores_codex":[0.9982615,0.0008744457,0.00008222052,0.0001248834,0.0005000769,0.0001568483],"domain_scores_gemma":[0.9843052,0.01193189,0.001782658,0.0009137285,0.0008646612,0.0002018948],"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":[0.0001006851,0.0001395039,0.01973204,0.0003371121,0.00006176547,0.0004394763,0.006985135,0.002009071,0.0002007743,0.6137975,0.08522217,0.2709748],"study_design_scores_gemma":[0.00005436517,0.000148792,0.0543165,0.001908421,0.0001233054,0.001885164,0.006547893,0.01109964,0.00112842,0.6756668,0.247043,0.00007775133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1003734,0.04593974,0.01450862,0.02027265,0.0006256828,0.00009409569,0.0009165953,0.000116395,0.8171529],"genre_scores_gemma":[0.7620821,0.01888744,0.00293531,0.0009999105,0.0007508922,0.00007556691,0.0005667859,0.00005603635,0.2136461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01343971,"threshold_uncertainty_score":0.04496032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454151146760133,"score_gpt":0.1873983311682971,"score_spread":0.1728568197006957,"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."}}