{"id":"W3139526910","doi":"10.21810/jicw.v3i1.2361","title":"Eliminate Hate","year":2020,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Hate crime; Face (sociological concept); Criminology; Political science; Law; Psychology; State (computer science); Sociology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001077542,0.0005520302,0.0003721064,0.001250203,0.004185641,0.00233058,0.0009445997,0.0008856399,0.02654538],"category_scores_gemma":[0.004916194,0.0001965013,0.000526957,0.0005546726,0.001831315,0.001415835,0.00230614,0.001141083,0.006644153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003696918,"about_ca_system_score_gemma":0.007652798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1456647,"about_ca_topic_score_gemma":0.2867767,"domain_scores_codex":[0.9987491,0.0001134186,0.00003383598,0.0001128229,0.0006159516,0.000374937],"domain_scores_gemma":[0.9975572,0.0001711656,0.0003051683,0.0003181123,0.001223252,0.0004250509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000157285,0.0003433978,0.09210637,0.0006429621,0.00008710937,0.0008646548,0.01398481,0.0003903586,0.01271605,0.02547649,0.1233525,0.7298781],"study_design_scores_gemma":[0.00003701371,0.0003608418,0.2830727,0.0008625535,0.0001447893,0.003108815,0.02704435,0.001731421,0.01700843,0.009928342,0.6565637,0.000136993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3914779,0.00483215,0.02745497,0.01223552,0.001459153,0.001186895,0.002977957,0.001280381,0.557095],"genre_scores_gemma":[0.7676882,0.00400671,0.01584549,0.005669489,0.0001712982,0.0002089553,0.001759225,0.0001894893,0.2044611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1456647,"threshold_uncertainty_score":0.2896337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585800743930783,"score_gpt":0.2537279730983394,"score_spread":0.2178699656590316,"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."}}