{"id":"W7114993871","doi":"10.5281/zenodo.17906824","title":"Cultural Diversity as a Catalyst for Social Harmony: Lessons from Policy Interventions and Community Initiatives","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Cultural diversity; Diversity (politics); Function (biology); Multiculturalism; Grassroots; Social capital; Merge (version control)","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":[0.01297153,0.0004888225,0.0004260573,0.001376859,0.007899941,0.005512572,0.001801061,0.002565288,0.005763951],"category_scores_gemma":[0.01107996,0.000180061,0.0004799906,0.001319154,0.01069548,0.004330984,0.01254115,0.002144671,0.0002355222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006281947,"about_ca_system_score_gemma":0.01386319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006968332,"about_ca_topic_score_gemma":0.01048861,"domain_scores_codex":[0.9883653,0.009306848,0.0001270467,0.0003557331,0.0003856409,0.001459459],"domain_scores_gemma":[0.9911476,0.006149446,0.0003806345,0.0004506782,0.0004703408,0.00140115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002259365,0.003527802,0.01009045,0.001585994,0.00008436455,0.001101051,0.1268917,0.004261003,0.0009034714,0.5023299,0.010427,0.3385713],"study_design_scores_gemma":[0.0004112453,0.001311927,0.01726597,0.004051067,0.0001177594,0.0002789629,0.4444755,0.004410544,0.00232356,0.3351446,0.1901298,0.00007901024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5513225,0.009618683,0.01772612,0.1446769,0.0009650671,0.001268395,0.0000778185,0.0001291402,0.2742154],"genre_scores_gemma":[0.9915633,0.001758399,0.002534962,0.001364636,0.00006421347,0.0002851455,0.00001307462,0.00001068501,0.002405584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297153,"threshold_uncertainty_score":0.06860083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455363291427194,"score_gpt":0.3836642927206611,"score_spread":0.2381279635779417,"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."}}