{"id":"W4414303235","doi":"10.1002/sd.70248","title":"Social Diversity Acceptance and Community Attachment: Why and How Community Contexts Matter","year":2025,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Public Health Ontario; University of Toronto","funders":"","keywords":"Diversity (politics); Multilevel model; Community building; Community organization; Cultural diversity; Association (psychology); Social network (sociolinguistics)","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004066457,0.0003120769,0.0004778359,0.0002680691,0.03066652,0.00007637654,0.0005113881,0.0002575889,0.0001604578],"category_scores_gemma":[0.0002917312,0.0003200143,0.00003164462,0.0003965835,0.0002634043,0.0002916437,0.006542208,0.00304838,0.00002947498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174011,"about_ca_system_score_gemma":0.001091063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449504,"about_ca_topic_score_gemma":0.0027714,"domain_scores_codex":[0.9940515,0.00397333,0.0004292633,0.0002293716,0.0002616022,0.001054978],"domain_scores_gemma":[0.9974182,0.001174139,0.000192512,0.0005001674,0.0004582421,0.0002567659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870741,0.0002442585,0.7353989,0.004101119,0.00009563083,0.00001117039,0.1383697,1.127665e-7,0.000002795488,0.005250466,0.1092214,0.007117451],"study_design_scores_gemma":[0.001298342,0.00002540698,0.6048867,0.000146454,0.00001423468,7.958172e-7,0.1642178,0.000001492703,0.00001066229,0.003162336,0.2260147,0.000221115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549652,0.0004214997,0.0003947588,0.01963741,0.000177919,0.001578647,0.000007422839,0.0001216701,0.02269551],"genre_scores_gemma":[0.9573203,0.00007836828,0.0007056792,0.0154628,0.00002499896,0.0002103071,0.0000509589,0.00001663193,0.02613001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305122,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927801250630773,"score_gpt":0.3850579846074823,"score_spread":0.3357799721011745,"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."}}