{"id":"W4385747310","doi":"10.59962/9780774822060-007","title":"“Miscreants” and “Desperadoes”: Halifax’s “Criminal Class”","year":2012,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Crime and Detective Fiction Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Criminology; Class (philosophy); Political science; Computer security; Psychology; Computer science; Artificial intelligence","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007254441,0.0001716602,0.0004678755,0.00005695349,0.0005444082,0.0002168855,0.000159123,0.0001713953,0.002671738],"category_scores_gemma":[0.000003925481,0.0003534012,0.000178356,0.00000160513,0.001156165,0.0001211548,0.0002477369,0.000273575,0.00002074082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004227087,"about_ca_system_score_gemma":0.00002842132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1401075,"about_ca_topic_score_gemma":0.3190244,"domain_scores_codex":[0.9989855,0.00002184531,0.0001848151,0.0003425029,0.0002404128,0.0002249098],"domain_scores_gemma":[0.9991664,0.00005012704,0.0002001188,0.0002035403,0.0002669353,0.0001128225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001877038,0.0001148986,0.00007024264,0.0007450124,0.001319556,0.0003352822,0.03169524,1.357072e-7,0.00002006556,0.245466,0.5264258,0.1936201],"study_design_scores_gemma":[0.0004750729,0.00009431357,0.0002008506,0.0002812075,0.0004861792,0.00003920643,0.002162903,0.000001331071,0.000002487884,0.0007849861,0.9951085,0.0003628967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002552576,0.002168901,0.000006262512,0.000006333621,0.0002687422,0.0002409575,0.001467377,0.00008505638,0.9932038],"genre_scores_gemma":[0.04293663,0.0007813403,0.00002905663,0.00003721307,0.0003230696,5.03993e-7,0.00002111629,0.00003349248,0.9558376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4686828,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157030998106072,"score_gpt":0.1894393259502024,"score_spread":0.1478690159691416,"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."}}