{"id":"W2027750494","doi":"10.1016/j.mbs.2005.12.016","title":"A stochastic model for the spread of a sexually transmitted disease which results in a scale-free network","year":2006,"lang":"en","type":"article","venue":"Mathematical Biosciences","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Promiscuity; Scale-free network; Infectivity; Scale (ratio); Mathematics; Power law; Statistical physics; Complex network; Statistics; Biology; Combinatorics; Virology; Physics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006533631,0.0001359801,0.0002642422,0.00005621328,0.0001147231,0.00004969177,0.0006028558,0.00002180373,0.00001618837],"category_scores_gemma":[0.00006966932,0.0000846974,0.0001182855,0.0007370983,0.0002317074,0.00006523646,0.00007494229,0.00007409807,0.000001317415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008884319,"about_ca_system_score_gemma":0.00007337052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009720813,"about_ca_topic_score_gemma":0.0002825063,"domain_scores_codex":[0.9986049,0.00003284428,0.0004840471,0.0002745364,0.000285553,0.000318105],"domain_scores_gemma":[0.9985641,0.0007564511,0.0001268163,0.0004247142,0.00006902227,0.00005884831],"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":[0.0003430055,0.001502818,0.002862015,0.0001280788,0.0000619568,6.297083e-7,0.001117574,0.3540742,0.0004518912,0.628551,0.004070717,0.006836057],"study_design_scores_gemma":[0.0001897444,0.00001776655,0.0006411481,0.00004865252,0.00003519213,5.111855e-8,0.00003937825,0.585741,0.00002159024,0.413193,0.000006611131,0.00006579991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05994288,0.00004761637,0.9367844,0.001098123,0.00001498442,0.0005749309,0.0000920228,0.00003347188,0.001411559],"genre_scores_gemma":[0.9834486,3.303331e-7,0.01614414,0.000018043,0.00009401993,0.0001380941,0.000008549847,0.000007409486,0.0001407674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9235058,"threshold_uncertainty_score":0.345386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721472178801371,"score_gpt":0.2688816282161682,"score_spread":0.2516669064281545,"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."}}