{"id":"W2136318834","doi":"10.1145/2132176.2132188","title":"Revolutionaries will not be friended","year":2012,"lang":"en","type":"article","venue":"Proceedings of the 2012 iConference","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ideology; Social capital; Sociology; Public relations; Politics; Work (physics); Social movement; Action (physics); Frame (networking); Frame analysis; Knowledge management; Political science; Computer science; Engineering; Social science; Telecommunications; Law; Content analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003944153,0.00008678831,0.0001351152,0.00002830588,0.0004167007,0.00003448469,0.0004583737,0.0001126325,0.0002279703],"category_scores_gemma":[0.001437142,0.0000665434,0.00006957764,0.0001990295,0.000744709,0.0007996453,0.00009646986,0.0001376222,0.00001971512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000576463,"about_ca_system_score_gemma":0.0001558245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000561212,"about_ca_topic_score_gemma":0.00002978714,"domain_scores_codex":[0.9988318,0.0000187473,0.0001572083,0.00009353171,0.0004500617,0.0004486704],"domain_scores_gemma":[0.9991714,0.0001269394,0.0001583774,0.0000678807,0.0003190393,0.0001563676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005324101,0.00003133875,0.07366502,0.00001705156,0.000007757024,8.312533e-9,0.03231744,1.044628e-8,0.002258868,0.8849806,0.006419748,0.0002968007],"study_design_scores_gemma":[0.0002360489,0.00002797104,0.05686007,0.00009064144,0.00007796587,0.000001565048,0.04515646,0.000003910942,0.02931663,0.05375203,0.814153,0.0003237361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785311,0.0002889244,0.000008596085,0.01511038,0.001572823,0.0002535844,0.00001638744,0.00006673639,0.1041515],"genre_scores_gemma":[0.9953563,0.00007421571,0.0002985862,0.0003751745,0.0007926751,0.00001485236,3.942419e-7,0.000006817048,0.003080995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8312286,"threshold_uncertainty_score":0.3204967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404769958083253,"score_gpt":0.3089334040249444,"score_spread":0.2548857044441118,"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."}}