{"id":"W2339694814","doi":"10.33972/jhs.101","title":"What Communities Want: Recognizing the Needs of Hate Crime Targets","year":2014,"lang":"en","type":"article","venue":"Journal of Hate Studies","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Hatred; Subject matter; Theme (computing); Economic Justice; Hate crime; Subject (documents); Criminology; Sociology; Set (abstract data type); Inequality; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003477834,0.0001273647,0.0005330462,0.0001228891,0.001483207,0.0000595985,0.0004297575,0.00006121463,0.00001503329],"category_scores_gemma":[0.0006718452,0.00008333197,0.0001732435,0.0002123323,0.001666224,0.0004167048,0.0001705037,0.0002909147,0.000007419765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737888,"about_ca_system_score_gemma":0.00006247193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580958,"about_ca_topic_score_gemma":0.0008934003,"domain_scores_codex":[0.9979851,0.0008190985,0.0005274687,0.00005265355,0.0003308063,0.0002849073],"domain_scores_gemma":[0.9970928,0.001421301,0.0006189017,0.0001558071,0.0006674852,0.00004366136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008700966,0.00006566229,0.004197307,0.0000935634,0.001268942,0.000007948235,0.9554334,0.00001418994,0.00004758501,0.01035822,0.008542725,0.0198835],"study_design_scores_gemma":[0.0002764651,0.0002265617,0.007199175,0.0003089191,0.0001435188,0.00001387294,0.9364076,0.000002776638,0.0002756837,0.01510482,0.03992464,0.0001160014],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6131482,0.249252,0.0001243667,0.0672918,0.01156319,0.0003369693,0.000005725525,0.00004804989,0.05822973],"genre_scores_gemma":[0.9498666,0.0481362,0.0001271761,0.000438049,0.0003704233,0.000002634664,1.890418e-7,0.000007326138,0.001051392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3367185,"threshold_uncertainty_score":0.9998167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09703361214273028,"score_gpt":0.3595898267447208,"score_spread":0.2625562146019905,"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."}}