{"id":"W4391776118","doi":"10.1007/978-3-031-50381-8_30","title":"Gossipping Until You Get Tired of It: A Network Model of the Adaptive Exchange of Rumors in a Small Scale Social Environment","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Scale (ratio); Computer science; Artificial intelligence; Geography; Cartography","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":[0.0002138164,0.000204426,0.0005020097,0.00007936685,0.00006062349,0.00000482592,0.0002488186,0.00007686306,0.00002810866],"category_scores_gemma":[0.000004205961,0.0001844067,0.0002028734,0.0000985709,0.0006583927,0.00002360145,0.0003890557,0.0002703894,0.000002501843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105293,"about_ca_system_score_gemma":0.0001041649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093319,"about_ca_topic_score_gemma":0.00009262723,"domain_scores_codex":[0.9986243,0.00002430511,0.0007011842,0.0002557201,0.0002400159,0.0001545167],"domain_scores_gemma":[0.9991314,0.0001881965,0.0004370013,0.0001086837,0.0001203106,0.00001445602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000130372,0.00003110839,0.0004100571,0.0001093624,0.0001405337,3.741664e-7,0.006525914,0.5879322,9.493394e-7,0.4026485,0.0000296405,0.002158336],"study_design_scores_gemma":[0.00006932988,0.00003393345,0.0002470394,0.001210551,0.0000328759,8.630647e-8,0.001941005,0.2340659,0.00001119497,0.7621038,0.0001063629,0.0001778917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1321217,0.03050338,0.3082497,0.003722375,0.005859532,0.007773063,0.008614344,0.00007203817,0.5030839],"genre_scores_gemma":[0.9929571,0.0002494012,0.001661462,0.00002400381,0.000146574,0.000028652,0.00001745595,0.00002250118,0.004892866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8608354,"threshold_uncertainty_score":0.7519886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09710711933704956,"score_gpt":0.3178261350854971,"score_spread":0.2207190157484475,"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."}}