{"id":"W1983159078","doi":"10.1108/13590790910924966","title":"An analysis of the victims of occupational fraud: a Canadian perspective","year":2009,"lang":"en","type":"article","venue":"Journal of Financial Crime","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Originality; Business; Accounting; Certification; Perspective (graphical); Value (mathematics); Profit (economics); Actuarial science; Marketing; Public relations; Economics; Management; Law; Political science; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005542089,0.0000423591,0.0001901745,0.0003042638,0.000144744,0.00001278138,0.000224181,0.00004734407,0.0004425907],"category_scores_gemma":[0.0002332373,0.00003399347,0.0001624405,0.0004739523,0.00006987763,0.0001330862,0.000004512307,0.00008201485,0.000001995142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419378,"about_ca_system_score_gemma":0.002579666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06318533,"about_ca_topic_score_gemma":0.2336016,"domain_scores_codex":[0.9992463,0.00005728408,0.0003103303,0.00005635968,0.0002184655,0.0001112606],"domain_scores_gemma":[0.9990035,0.00002253424,0.0003432475,0.00007330915,0.0004431506,0.0001142309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004774181,0.0006347994,0.3942127,0.000004740225,0.0005386032,0.00001496838,0.2229461,0.002707212,0.001193775,0.3197156,0.003117674,0.05443636],"study_design_scores_gemma":[0.00009842218,0.00005697242,0.9903752,0.000006376329,0.0000857171,6.612619e-7,0.003255985,0.00003950461,0.00004124236,0.0007830166,0.005216964,0.0000399497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853144,0.00003639582,0.00008202384,0.001082113,0.0002875134,0.00004646468,0.00001596961,0.000001496029,0.01313361],"genre_scores_gemma":[0.9992044,0.00001219226,0.0002033804,0.0003391543,0.0001246995,1.879126e-7,5.884859e-7,0.000001219526,0.0001142035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5961625,"threshold_uncertainty_score":0.943053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479814448302398,"score_gpt":0.3363036941466216,"score_spread":0.3115055496635976,"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."}}