{"id":"W4411700173","doi":"10.63332/joph.v4i3.2686","title":"Simulation of the Clash between Cultural Values in Heterogeneous Society using Numerical Methods","year":2025,"lang":"en","type":"article","venue":"Journal of Posthumanism","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.001273702,0.0004531047,0.0007220739,0.0007923472,0.0008808878,0.001289778,0.00118338,0.001608904,0.002501443],"category_scores_gemma":[0.006617345,0.0003568396,0.0007483906,0.0009140766,0.001525638,0.001145793,0.001757813,0.000994521,0.0001461827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500078,"about_ca_system_score_gemma":0.001230073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01960075,"about_ca_topic_score_gemma":0.009021588,"domain_scores_codex":[0.999488,0.0002843675,0.00002936682,0.0000548205,0.00007439117,0.00006907679],"domain_scores_gemma":[0.9945986,0.004333591,0.0004002368,0.0002182686,0.0002574753,0.0001916959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002109109,0.00002824818,0.001715253,0.00001947973,0.000012878,0.00005011717,0.0001541802,0.9864899,0.0002648297,0.009682964,0.0001131413,0.001447905],"study_design_scores_gemma":[0.000005327642,0.000006049568,0.0001244881,0.000003639694,0.000002043544,0.00000406878,0.00004456375,0.9975133,0.00005509915,0.002090418,0.0001473867,0.000003644401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867686,0.0003150486,0.3914404,0.001140999,0.00012666,0.0001861122,0.0003888955,0.0002355716,0.01939774],"genre_scores_gemma":[0.9485625,0.0001481836,0.04903279,0.00008275504,0.00001433957,0.0002211172,0.0001427899,0.00002656895,0.001768922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960075,"threshold_uncertainty_score":0.03897333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732348697953747,"score_gpt":0.4142463943108048,"score_spread":0.3769229073312674,"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."}}