{"id":"W2048330628","doi":"10.1109/asonam.2012.128","title":"Do-it-yourself Justice - Considerations of Social Media use in a Crisis Situation: The Case of the 2011 Vancouver Riots","year":2012,"lang":"en","type":"article","venue":"","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Downtown; Economic Justice; Criminology; Social justice; Upload; Political science; Media studies; Sociology; Law; History; Computer science","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":[0.01150811,0.0006111705,0.0005701969,0.001948482,0.05826277,0.01907147,0.003185262,0.01649105,0.003892788],"category_scores_gemma":[0.03716709,0.0009650978,0.0004718142,0.001887744,0.03184918,0.006857767,0.008008671,0.02013147,0.0005398461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02029752,"about_ca_system_score_gemma":0.01319311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3326795,"about_ca_topic_score_gemma":0.5857457,"domain_scores_codex":[0.975661,0.01533408,0.0004945302,0.001040469,0.002879859,0.004590058],"domain_scores_gemma":[0.9614013,0.02432252,0.003219532,0.001040079,0.003955044,0.006061492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007887348,0.0001942097,0.01412938,0.0001343209,0.00003855721,0.03317998,0.8611827,0.000368559,0.0007717401,0.05442564,0.02184725,0.01364882],"study_design_scores_gemma":[0.00001523067,0.00004187758,0.006105537,0.0002566649,0.00001923339,0.003206681,0.9277191,0.0004476559,0.0002802842,0.005966042,0.05587643,0.00006529198],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6196451,0.002059265,0.002657038,0.2432684,0.0007038671,0.0002168286,0.00008049871,0.0000450326,0.131324],"genre_scores_gemma":[0.9774236,0.0007018226,0.0006213827,0.01259822,0.0002029241,0.00005729735,0.00001783949,0.0000347844,0.008342128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6673205,"threshold_uncertainty_score":0.6614861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065145262754224,"score_gpt":0.2691879708021956,"score_spread":0.2285365181746534,"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."}}