{"id":"W2077787974","doi":"10.1080/0022250x.2001.9990243","title":"Random graph models for temporal processes in social networks","year":2001,"lang":"en","type":"article","venue":"Journal of Mathematical Sociology","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Graph; Random graph; Theoretical computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007422274,0.0001188237,0.0006056458,0.00009280006,0.00008167011,0.00001554588,0.0001940513,0.00009122457,0.0001916427],"category_scores_gemma":[0.00003783384,0.00009057282,0.0003026029,0.0001567949,0.0001282847,0.0000969121,0.00002835902,0.0002562358,0.000001036022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002339312,"about_ca_system_score_gemma":0.00005307415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003960529,"about_ca_topic_score_gemma":0.000002403228,"domain_scores_codex":[0.9988002,0.00009386108,0.0006495323,0.00009808834,0.0001023887,0.000255967],"domain_scores_gemma":[0.998733,0.0005945203,0.0003865384,0.0000637863,0.0001732604,0.00004885941],"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":[0.00189908,0.003010351,0.04456592,0.0002614511,0.001484621,0.00003813163,0.008125759,0.02866433,0.00007144694,0.8567693,0.03630768,0.01880189],"study_design_scores_gemma":[0.001234556,0.00008263619,0.00007192693,0.00003047612,0.00006012848,0.000007386872,0.0002770009,0.02771861,0.000006496092,0.9698175,0.0005977079,0.0000955451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1174986,0.0001445295,0.8803151,0.0006759768,0.00002751078,0.0001637733,0.000001628681,0.00001107355,0.001161868],"genre_scores_gemma":[0.9901845,0.00001444028,0.00891118,0.00006393615,0.000743703,0.00002811377,0.000005993726,0.00001269408,0.00003544056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8726859,"threshold_uncertainty_score":0.3693452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364774990292631,"score_gpt":0.3177440464959458,"score_spread":0.2840962965930195,"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."}}