{"id":"W4393153042","doi":"10.1002/nvsm.1838","title":"From diversity to pluralism: Is everyone included?","year":2024,"lang":"en","type":"article","venue":"Journal of Philanthropy and Marketing","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada; Université du Québec à Montréal","funders":"","keywords":"Pluralism (philosophy); Diversity (politics); Epistemology; Sociology; Philosophy; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02272025,0.0003946512,0.001008015,0.001625568,0.01558426,0.02120888,0.001676757,0.004627807,0.008388636],"category_scores_gemma":[0.04876778,0.000331551,0.0004503156,0.001764167,0.03755386,0.02361852,0.02488903,0.009556781,0.000908752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004984246,"about_ca_system_score_gemma":0.007045464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003247,"about_ca_topic_score_gemma":0.002076674,"domain_scores_codex":[0.9595159,0.028935,0.001058919,0.001841963,0.005629964,0.003018283],"domain_scores_gemma":[0.9686618,0.0153208,0.002484763,0.00172236,0.003242423,0.008567936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001290748,0.0001747358,0.01065169,0.0008225809,0.00005941648,0.001125358,0.3748795,0.000112694,0.0008134381,0.3712305,0.06398011,0.1760209],"study_design_scores_gemma":[0.00002147647,0.0001405,0.005240232,0.002953812,0.00003383417,0.0008580078,0.391477,0.000178068,0.0005494319,0.2829325,0.3155552,0.0000598715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1313968,0.01804833,0.008247981,0.6160005,0.008737251,0.00005778752,0.00005713744,0.00007011261,0.2173841],"genre_scores_gemma":[0.9560009,0.004085763,0.001142387,0.03012061,0.001740398,0.00004753467,0.0000268189,0.00005457735,0.006781085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02272025,"threshold_uncertainty_score":0.1201576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07182739719753833,"score_gpt":0.3295774900344808,"score_spread":0.2577500928369424,"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."}}