{"id":"W1598259867","doi":"10.1111/j.1662-6370.2011.02040.x","title":"Networks and Internet into Perspective<sup>1</sup>","year":2011,"lang":"en","type":"article","venue":"Swiss Political Science Review","topic":"Social Media and Politics","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); The Internet; Event (particle physics); History; Emerging technologies; Action (physics); Sociology; Media studies; Political science; Public relations; Computer science; World Wide Web; Archaeology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001398141,0.0001464439,0.0003082037,0.00006368499,0.0004585093,0.00008349783,0.0005684592,0.00009744636,0.0004251541],"category_scores_gemma":[0.002888259,0.0001222109,0.00008350465,0.0007519209,0.004680847,0.0003205929,0.0001587571,0.0002294598,0.0001067181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268365,"about_ca_system_score_gemma":0.0005755235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02063243,"about_ca_topic_score_gemma":0.0002130856,"domain_scores_codex":[0.9972056,0.0002441744,0.0002618113,0.0003923854,0.000541578,0.00135446],"domain_scores_gemma":[0.997931,0.0002196129,0.00005053612,0.000209469,0.0002600534,0.001329351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[8.708533e-7,0.00002209059,0.002449563,0.00006644463,0.000003447181,0.000003652924,0.01067204,2.946685e-8,6.500749e-7,0.9825147,0.0003024185,0.00396404],"study_design_scores_gemma":[0.0001754155,0.0001492966,0.004105884,0.001476035,0.0001258901,0.00001449436,0.03906407,0.0002653594,0.00005738074,0.9001761,0.05378826,0.0006017926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09430777,0.07238735,0.0009569044,0.1144134,0.001727637,0.002226099,0.000008719449,0.0004717089,0.7135004],"genre_scores_gemma":[0.9859434,0.009201938,0.0003633304,0.00371918,0.0004822838,0.00002098166,4.186626e-7,0.000008545076,0.0002599653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8916356,"threshold_uncertainty_score":0.9980279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573733178496692,"score_gpt":0.3788988338749226,"score_spread":0.3231615020899557,"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."}}