{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002259109,0.0004005949,0.0004162262,0.0008280066,0.008174539,0.006041125,0.0005439218,0.002582787,0.02838127],"category_scores_gemma":[0.007403056,0.0003112104,0.0003266487,0.000574379,0.01251548,0.006811088,0.004592239,0.004459722,0.01038138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355468,"about_ca_system_score_gemma":0.001228671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006391049,"about_ca_topic_score_gemma":0.008787312,"domain_scores_codex":[0.9978026,0.0005892114,0.00005497837,0.0004589608,0.0003507588,0.0007435087],"domain_scores_gemma":[0.9969248,0.0004455919,0.0004162871,0.000792149,0.0006052844,0.000815892],"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":[0.0001629777,0.00006609191,0.004240917,0.0001024768,0.00004306757,0.0007193509,0.05093549,0.0001306623,0.001202315,0.7707161,0.1068236,0.06485686],"study_design_scores_gemma":[0.00001208167,0.00004140205,0.002033343,0.00009311793,0.00001220282,0.0003413283,0.01238825,0.0001033812,0.0004896693,0.03047514,0.9539894,0.00002073364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08928666,0.003398417,0.002980732,0.07686853,0.00276744,0.00005773184,0.0001352624,0.0003596257,0.8241456],"genre_scores_gemma":[0.6819108,0.001214075,0.0007849323,0.01161745,0.0004897798,0.00003343295,0.00008957863,0.0002098587,0.3036502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02838127,"threshold_uncertainty_score":0.09494478,"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."}}