{"id":"W7080974561","doi":"","title":"Essays on Crime and Social Inequality","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Property crime; Punitive damages; Law enforcement; Criminal justice; Enforcement; Circumstantial evidence; Inequality; Economic inequality; Wage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007784201,0.0007900888,0.0006509266,0.002493432,0.003488858,0.003605949,0.0006745299,0.002076772,0.0116802],"category_scores_gemma":[0.003700025,0.0001956976,0.0005609473,0.003050119,0.006030726,0.003357344,0.002266448,0.00354452,0.001391857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825646,"about_ca_system_score_gemma":0.001891705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005210863,"about_ca_topic_score_gemma":0.005292365,"domain_scores_codex":[0.9993369,0.0002512224,0.00002845115,0.00008282912,0.0001900391,0.0001105825],"domain_scores_gemma":[0.9979172,0.001431691,0.0001125141,0.0001144233,0.0002635724,0.0001605268],"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":[0.00002133674,0.00006246922,0.001897763,0.0002789344,0.00001791491,0.0001230383,0.00406616,0.0004829161,0.00006636915,0.6461421,0.2989875,0.04785348],"study_design_scores_gemma":[0.00001039408,0.00001979367,0.003512177,0.001193329,0.000008332757,0.0001090644,0.004184611,0.0002338615,0.00005989415,0.1708337,0.8198226,0.00001229354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01350402,0.2725055,0.002518306,0.2927011,0.02167036,0.00005026748,0.0004443082,0.00004554561,0.3965606],"genre_scores_gemma":[0.2961817,0.3563322,0.001972084,0.04502837,0.04982448,0.00017267,0.000641911,0.0001495669,0.2496971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0116802,"threshold_uncertainty_score":0.03907412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061320445287385,"score_gpt":0.2040024256439519,"score_spread":0.1933892211910781,"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."}}