{"id":"W2249250821","doi":"10.1080/1369118x.2015.1043319","title":"In search of the ‘we’ of social media activism: introduction to the special issue on social media and protest identities","year":2015,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":371,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Social media; Sociology; Social activism; Media studies; Political science; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417663,0.00007603021,0.0001503996,0.00004750977,0.0005821509,0.00006146399,0.00049369,0.0001350677,0.00005649266],"category_scores_gemma":[0.001237273,0.00005896655,0.00007536788,0.0005331092,0.000779156,0.0006481906,0.0001556494,0.0002874579,0.00001864145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068275,"about_ca_system_score_gemma":0.0003073143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004729346,"about_ca_topic_score_gemma":0.001151215,"domain_scores_codex":[0.99829,0.0003845156,0.0003684395,0.00005816714,0.0007322608,0.0001666241],"domain_scores_gemma":[0.9985273,0.0005394286,0.0002536485,0.0002142344,0.000414568,0.00005079267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001517554,0.00002444983,0.0002518328,0.00001385827,0.000007834951,4.869319e-9,0.8725652,0.000008487311,0.00001044577,0.02906818,0.09339856,0.004636042],"study_design_scores_gemma":[0.0004343982,0.00001568905,0.01262209,0.00001897446,0.00001379047,2.149883e-7,0.6682188,0.00002636039,0.0008261094,0.006857017,0.3108673,0.0000992502],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.755862,0.00006298102,0.00001838138,0.2298568,0.001855925,0.001175176,0.00006569551,0.00003661696,0.01106642],"genre_scores_gemma":[0.9936528,0.0001636438,0.0001089908,0.0004435199,0.005507092,0.00004302449,0.00001606216,0.00000500225,0.00005988574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377908,"threshold_uncertainty_score":0.4477493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06633397160916489,"score_gpt":0.3478397668144105,"score_spread":0.2815057952052456,"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."}}