{"id":"W2999257497","doi":"10.1177/0020715219894724","title":"From virtual space to public space: The role of online political activism in protest participation during the Arab Spring","year":2019,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Social Media and Politics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Microdata (statistics); Social media; Odds; Democracy; Political science; Political communication; The Internet; Survey data collection; Sociology; Political economy; Demography; Law; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004284242,0.00007619673,0.000226955,0.00009119468,0.00009013162,0.00003085919,0.0004836487,0.00008003808,0.00009080192],"category_scores_gemma":[0.0007117859,0.0000506224,0.00008188949,0.00009821412,0.0004722947,0.0001564869,0.00006422828,0.0003749589,0.00001984052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635012,"about_ca_system_score_gemma":0.0003374641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136994,"about_ca_topic_score_gemma":0.001027753,"domain_scores_codex":[0.9982134,0.0006704878,0.0003371201,0.00008717829,0.0004315219,0.0002603434],"domain_scores_gemma":[0.9974548,0.001643595,0.0003038715,0.00007387262,0.000431332,0.00009258552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000118347,0.0001519125,0.3586439,0.000001061009,0.0001341683,0.000003095281,0.1271862,0.0001319278,0.005987067,0.5073851,0.00002411015,0.0002330672],"study_design_scores_gemma":[0.0007892507,0.0002072255,0.7316114,0.00006131452,0.00001770556,0.000002812995,0.2040826,0.0001737534,0.005609377,0.04946717,0.007855433,0.0001219252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638791,0.00005869697,0.00008193837,0.03388292,0.0008729709,0.0002004635,0.00001388612,0.000004022205,0.001006025],"genre_scores_gemma":[0.9982253,0.000007726881,0.00008293058,0.0002272837,0.001393429,0.000008023618,0.000001539104,0.000004361374,0.00004941248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457918,"threshold_uncertainty_score":0.2070949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05137876036812263,"score_gpt":0.4043568253257904,"score_spread":0.3529780649576678,"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."}}