{"id":"W80566587","doi":"10.1108/s0163-2396(2013)0000040018","title":"Social Media and the 2011 Vancouver Riot","year":2013,"lang":"en","type":"book-chapter","venue":"Studies in symbolic interaction","topic":"Social Media and Politics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crowds; Social media; Relation (database); Meaning (existential); Media studies; Sociology; Process (computing); Political science; Psychology; Computer science; Law; Computer security","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":[0.0006225915,0.0003829565,0.0002206106,0.00137202,0.01716875,0.009453237,0.0008227716,0.001643163,0.009226581],"category_scores_gemma":[0.002444224,0.0003119564,0.0001581298,0.003421429,0.01017208,0.002429069,0.003389081,0.002703612,0.0007446067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02175351,"about_ca_system_score_gemma":0.01014813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6309285,"about_ca_topic_score_gemma":0.8625285,"domain_scores_codex":[0.9991673,0.0002570589,0.00001629842,0.00008059348,0.0002859618,0.0001927891],"domain_scores_gemma":[0.9991089,0.0003911907,0.00008371759,0.00004018005,0.0001797915,0.0001961368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009917829,0.00005995159,0.008136638,0.0005461818,0.00002395765,0.003114142,0.4230458,0.0005126917,0.0005358747,0.2177828,0.2212317,0.1249111],"study_design_scores_gemma":[0.000007327103,0.00001581714,0.01514364,0.0005127348,0.00000805167,0.0003114349,0.1473261,0.0001193687,0.00017729,0.007350189,0.8289995,0.00002858504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1090085,0.02154674,0.0006296838,0.02555139,0.001053851,0.00005594338,0.0002834628,0.00006251573,0.8418079],"genre_scores_gemma":[0.7497548,0.01950874,0.0005046528,0.001665752,0.000392259,0.00007526798,0.0002535993,0.00007501194,0.2277699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3690715,"threshold_uncertainty_score":0.7424902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07526119202378621,"score_gpt":0.3749549278966508,"score_spread":0.2996937358728646,"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."}}