{"id":"W3110071075","doi":"10.35295/osls.iisl/0000-0000-0000-1129","title":"Hate crime, policing, and the deployment of racial and cultural diversity","year":2020,"lang":"en","type":"article","venue":"Oñati Socio-legal Series","topic":"Feminist Theory and Gender Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Diversity (politics); Officer; Hate crime; Political science; Service (business); Criminology; Humanities; Sociology; Law; Art; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002548128,0.00008336464,0.0001791773,0.00000639982,0.001795816,0.00005863935,0.0001121208,0.00004041383,0.00002572392],"category_scores_gemma":[0.0001975504,0.00005673673,0.00004225228,0.00006965066,0.002088222,0.0002555761,0.0003226532,0.00007373556,0.000002041407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001524256,"about_ca_system_score_gemma":0.00003260878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00309479,"about_ca_topic_score_gemma":0.0008324167,"domain_scores_codex":[0.9992678,0.0001822911,0.0001017553,0.0001253402,0.0001715382,0.0001512395],"domain_scores_gemma":[0.9996623,0.0001186935,0.00006392774,0.00004378975,0.00004233057,0.00006897718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001907311,0.000007109447,0.008150009,0.0000293096,0.00005586183,0.000001262942,0.7004492,2.953297e-7,0.00004049427,0.2889351,0.001794172,0.0003464344],"study_design_scores_gemma":[0.001890172,0.0002371801,0.02588912,0.0000273074,0.0001810013,0.000002007872,0.818853,0.000007131673,0.0007391311,0.01900049,0.1328298,0.0003436915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391879,0.001062435,0.000008021391,0.03273134,0.000124223,0.0002126054,0.00001936223,0.00004709398,0.02660698],"genre_scores_gemma":[0.9975439,0.0007442419,0.00004724294,0.0007988997,0.0001569676,0.000003521428,8.993999e-7,0.000003230055,0.0007011081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699347,"threshold_uncertainty_score":0.9995037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994568020321562,"score_gpt":0.2866054328785821,"score_spread":0.2566597526753665,"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."}}