{"id":"W4382362514","doi":"10.52922/sb77048","title":"Identity crime and misuse in Australia 2023","year":2023,"lang":"en","type":"book","venue":"Australian Institute of Criminology eBooks","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity theft; Hacker; Quarter (Canadian coin); Identity (music); Credit card; Cybercrime; Criminology; Personally identifiable information; Credit card fraud; Psychology; Computer security; Political science; Business; Law; The Internet; History; Finance; Payment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003063717,0.0005354346,0.0009237921,0.0007279216,0.0001277354,0.00008889316,0.001328152,0.0006602922,0.00003889813],"category_scores_gemma":[0.00004984417,0.0005748803,0.0001807365,0.00008936682,0.001073818,0.000571042,0.001016366,0.00069383,0.0002934683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425439,"about_ca_system_score_gemma":0.0003069986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112392,"about_ca_topic_score_gemma":0.002148868,"domain_scores_codex":[0.9971086,0.00004973597,0.0009102739,0.0008629263,0.0003812451,0.0006872246],"domain_scores_gemma":[0.9984296,0.0000746595,0.0003265539,0.0009244133,0.0001093382,0.0001354645],"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":[0.00001438097,0.00002829986,0.0001059166,0.0005442819,0.0002027051,0.0004742396,0.0006845147,0.000005316653,0.0001369427,0.9342953,0.06176488,0.001743206],"study_design_scores_gemma":[0.002884562,0.000640711,0.02415689,0.001723266,0.0004704036,0.0001760753,0.0001462001,0.00001896131,0.002071233,0.4450097,0.520276,0.002425935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05056534,0.0003981679,0.0006469175,0.0008261913,0.007555026,0.001619561,0.00009697334,0.0006021785,0.9376897],"genre_scores_gemma":[0.03128277,0.0001138735,0.0008141355,0.0001111056,0.000129465,0.00004009017,0.00003101618,0.00003285682,0.9674447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4892856,"threshold_uncertainty_score":0.9996703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452133112431103,"score_gpt":0.3383583152532902,"score_spread":0.1931450040101799,"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."}}