{"id":"W4392911664","doi":"10.15195/v11.a9","title":"Bridging the Digital Divide Narrows the Participation Gap: Evidence from a Quasi-Natural Experiment","year":2024,"lang":"en","type":"article","venue":"Sociological Science","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università Bocconi; European Commission; Rijksuniversiteit Groningen; York University","keywords":"Digital divide; Disadvantaged; Natural experiment; The Internet; Internet access; Bridging (networking); Citizen journalism; Civic engagement; Turnout; Politics; Population; Inequality; Political science; Demographic economics; Sociology; Economic growth; Economics; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001537114,0.0001041564,0.000105675,0.00001675924,0.00213566,0.0009162005,0.0008751933,0.00007650859,0.0001305647],"category_scores_gemma":[0.007780223,0.00004953146,0.0001020597,0.0005530286,0.005390553,0.0005504212,0.0001643931,0.0003147199,0.0001467679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559547,"about_ca_system_score_gemma":0.0003471952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484703,"about_ca_topic_score_gemma":0.00009220203,"domain_scores_codex":[0.9976686,0.0003364334,0.0001778783,0.0003419251,0.0008713064,0.0006038186],"domain_scores_gemma":[0.9963123,0.003218108,0.00004555049,0.0001811916,0.00008995773,0.0001528566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001552635,0.00009110964,0.04026586,0.000006672947,0.00003105609,0.00002075355,0.6436832,0.00002059413,0.009110448,0.155601,0.004692858,0.146461],"study_design_scores_gemma":[0.0003398996,0.0005421884,0.174063,0.0005951194,0.000165982,0.000004279654,0.3401914,0.01238329,0.007332504,0.3021201,0.1606245,0.001637707],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600649,0.002595011,0.0005244053,0.03236186,0.002486149,0.0002561173,0.000006606723,0.0001520178,0.001552872],"genre_scores_gemma":[0.996903,0.00009029583,0.0000257449,0.0008075158,0.001935787,0.00006686049,0.00000131311,0.000003746719,0.0001657483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034918,"threshold_uncertainty_score":0.9991634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423180157965823,"score_gpt":0.425116918582695,"score_spread":0.2827989027861126,"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."}}