{"id":"W4235768380","doi":"10.4018/9781599045917.ch013","title":"Mastermind","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Formalism (music); Computer science; Crime analysis; Variety (cybernetics); Process (computing); Data science; Computer security; Criminology; Artificial intelligence; Psychology","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":[0.0004678016,0.0009384812,0.0007007973,0.002111132,0.001380053,0.003485399,0.001181234,0.001852492,0.3605724],"category_scores_gemma":[0.001664557,0.0005748533,0.0006793908,0.001912578,0.001421061,0.006415184,0.002388695,0.002160311,0.14203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002610123,"about_ca_system_score_gemma":0.002122799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810998,"about_ca_topic_score_gemma":0.006797039,"domain_scores_codex":[0.9994158,0.00006471989,0.00003417153,0.0001882588,0.0002454747,0.00005163031],"domain_scores_gemma":[0.9995195,0.000143391,0.0000310697,0.00007972526,0.0001350858,0.00009116553],"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":[0.00003805011,0.00003223373,0.0002247685,0.0003953019,0.000006734882,0.0001023606,0.0007410898,0.0002039577,0.0003489529,0.149167,0.5769968,0.2717428],"study_design_scores_gemma":[0.00000202956,0.000005328776,0.0001092183,0.00009979158,0.000001462381,0.00008340388,0.00004482762,0.00006050259,0.0001057105,0.007757167,0.9917275,0.000003075251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000914088,0.01576479,0.005780069,0.009358351,0.00169386,0.00007072399,0.001666054,0.001055534,0.9636965],"genre_scores_gemma":[0.00653266,0.009438721,0.003936842,0.001645869,0.0003767576,0.00007788271,0.0007558286,0.0006057699,0.9766297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3605724,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07963840499127182,"score_gpt":0.3325116059679491,"score_spread":0.2528732009766773,"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."}}