{"id":"W1552322670","doi":"","title":"Thinking about the prevention of organised crime","year":2007,"lang":"en","type":"dissertation","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organised crime; Anomie; Criminology; Situated; Phenomenon; Scope (computer science); Politics; Political science; Cultural criminology; Sociology; Political economy; Law; Epistemology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.004041841,0.0003621268,0.0007288154,0.0009434437,0.002050793,0.0001759012,0.001848704,0.0007004101,0.0002633906],"category_scores_gemma":[0.001405437,0.0003452103,0.0007223055,0.002313007,0.0008857917,0.0004617629,0.0002520664,0.001661672,0.00003591232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159881,"about_ca_system_score_gemma":0.00300596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129579,"about_ca_topic_score_gemma":0.01611268,"domain_scores_codex":[0.9925933,0.001475914,0.0004134677,0.0006829333,0.00368342,0.001150912],"domain_scores_gemma":[0.9961857,0.0008071591,0.000483101,0.000772037,0.001419703,0.0003323608],"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":[0.005039268,0.003949277,0.004020673,0.002770668,0.005315885,0.001152137,0.2120577,0.0001283408,0.02256769,0.5034137,0.09633127,0.1432534],"study_design_scores_gemma":[0.001023276,0.0001958497,0.01764295,0.0007342958,0.0003479912,0.000002098905,0.146866,0.00001068171,0.002799567,0.003192924,0.8265298,0.0006545279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4090427,0.001653482,0.0001026616,0.0005143213,0.001159406,0.001400609,0.0002814976,0.0001504496,0.5856948],"genre_scores_gemma":[0.6139938,0.008552529,0.0001933234,0.00003959361,0.001784196,0.000004042623,0.0007744934,0.0001040864,0.3745539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7301985,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07586927006244623,"score_gpt":0.4122456098204884,"score_spread":0.3363763397580422,"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."}}