{"id":"W6996526900","doi":"","title":"Simmelian Backbones: Amplifying Hidden Homophily in Facebook Networks","year":2013,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homophily; Social network analysis; Social network (sociolinguistics); Social media; The Internet; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210337,0.0003976655,0.0007147224,0.00160612,0.001402114,0.00162476,0.001024444,0.001160232,0.00362868],"category_scores_gemma":[0.01601623,0.0007967155,0.0004783684,0.0009737237,0.001576984,0.004154632,0.003070974,0.001307858,0.0005012531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006627262,"about_ca_system_score_gemma":0.0004125752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008073,"about_ca_topic_score_gemma":0.00242396,"domain_scores_codex":[0.9991359,0.0003677324,0.00002432294,0.0001812171,0.0001850749,0.0001058257],"domain_scores_gemma":[0.9887921,0.008417148,0.0007226265,0.001262572,0.0004232792,0.0003821205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001506566,0.0005511419,0.03375971,0.0005247925,0.000360777,0.0017533,0.008264991,0.2635831,0.03596798,0.397815,0.01643548,0.2394771],"study_design_scores_gemma":[0.00007635894,0.0001843098,0.004599984,0.00005597862,0.0000979942,0.000392197,0.0009466069,0.7851351,0.004056969,0.2012694,0.003137979,0.00004703804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7757727,0.001063667,0.2044804,0.002209449,0.0002614537,0.0001611559,0.0003544061,0.0008390489,0.01485772],"genre_scores_gemma":[0.9900889,0.0001700763,0.007614244,0.0001336127,0.0000660323,0.00003856283,0.00005881969,0.0000306783,0.001798985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00362868,"threshold_uncertainty_score":0.01213914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114501771615066,"score_gpt":0.2419222131447513,"score_spread":0.2304720359832447,"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."}}