{"id":"W1889824651","doi":"10.3968/4713","title":"“Surfing Alone”: The Relationships among Internet Communities, Public Opinion, Anomie, and Civic Participation","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social capital; Civic engagement; Anomie; Phenomenon; Politics; Sociology; Public opinion; The Internet; Government (linguistics); Face (sociological concept); Power (physics); Social psychology; Public relations; Political science; Media studies; Social science; Psychology; Law","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004281895,0.00005742547,0.0001573971,0.00007784262,0.00149964,0.00001429595,0.0003460937,0.00007266812,0.000005627919],"category_scores_gemma":[0.006038676,0.0000452854,0.00001675958,0.0003340635,0.08182269,0.0002235399,0.0001665347,0.0002223691,0.000001826638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009230062,"about_ca_system_score_gemma":0.0001299548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991384,"about_ca_topic_score_gemma":0.007672034,"domain_scores_codex":[0.9982128,0.0009749422,0.0002075027,0.0001078504,0.0001851629,0.0003117523],"domain_scores_gemma":[0.9963301,0.003197254,0.0001238493,0.0001209346,0.0001783426,0.00004951572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[5.025001e-7,0.000004301349,0.4519813,0.000003366585,0.000004015715,2.357193e-8,0.454797,0.000001418374,0.000002333495,0.09292448,0.0001104682,0.0001707847],"study_design_scores_gemma":[0.00008696275,0.00002375816,0.2770523,0.00002280085,0.000004117634,1.179925e-7,0.6931961,0.0001123673,0.000007710747,0.0278267,0.001615816,0.00005117103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912639,0.0006399509,0.00002556854,0.003881404,0.0008710849,0.0001098737,8.794482e-7,0.00001463879,0.003192664],"genre_scores_gemma":[0.999013,0.0005479936,0.00007368357,0.0001799447,0.0001189633,0.0000246292,8.018976e-7,0.000002285446,0.00003870393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383991,"threshold_uncertainty_score":0.9998003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2522772902330456,"score_gpt":0.4212031076813613,"score_spread":0.1689258174483156,"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."}}