{"id":"W3048211499","doi":"10.1016/j.socnet.2023.02.002","title":"Analysing networks of networks","year":2023,"lang":"en","type":"article","venue":"Social Networks","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Russian Science Foundation; University of Melbourne","keywords":"Exponential random graph models; Computer science; Interpersonal ties; Social network analysis; Social connectedness; Social network (sociolinguistics); Theoretical computer science; Network science; Graph; Random graph; Complex network; Psychology; Social psychology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003840141,0.001005871,0.0007405871,0.005990909,0.001562574,0.003931127,0.001702946,0.001725275,0.005874226],"category_scores_gemma":[0.03396073,0.0006799301,0.001468364,0.006487246,0.002197323,0.008079704,0.003240288,0.001761483,0.0007455713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023557,"about_ca_system_score_gemma":0.0009634789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006490329,"about_ca_topic_score_gemma":0.004666009,"domain_scores_codex":[0.995339,0.002526786,0.0002118323,0.001107967,0.0005819694,0.0002324056],"domain_scores_gemma":[0.9672024,0.02498919,0.003169038,0.002868428,0.001267872,0.0005031335],"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":[0.00007065414,0.00007364314,0.01447447,0.0004511529,0.0002857968,0.0005936099,0.002126866,0.167002,0.001575126,0.7405608,0.00449802,0.06828789],"study_design_scores_gemma":[0.00001148515,0.00002714731,0.002798174,0.0001046222,0.00005357333,0.0002064442,0.0008034115,0.2589042,0.0004602005,0.7140316,0.0225681,0.00003098169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03932227,0.001169377,0.9472038,0.001694646,0.00009724617,0.0001713348,0.0015418,0.0003528325,0.008446864],"genre_scores_gemma":[0.541426,0.002558806,0.4420412,0.0004604873,0.0003551027,0.0009070503,0.004313373,0.0002406465,0.007697287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006490329,"threshold_uncertainty_score":0.02030879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376727009239947,"score_gpt":0.2811959968693826,"score_spread":0.2674287267769831,"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."}}