{"id":"W4408228074","doi":"10.1007/978-3-031-32257-0_162-1","title":"Pragmatic Diversity","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Humber Polytechnic","funders":"","keywords":"Diversity (politics); Geography; Sociology; 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":[0.002096741,0.0005881649,0.0005884354,0.001220793,0.00708384,0.00828313,0.00114479,0.003174018,0.05526428],"category_scores_gemma":[0.004437867,0.0003914241,0.0003491917,0.001044624,0.01098233,0.007479034,0.005771115,0.005983401,0.01138891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006484944,"about_ca_system_score_gemma":0.004265607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008438459,"about_ca_topic_score_gemma":0.01946801,"domain_scores_codex":[0.9978889,0.001024779,0.00004646224,0.0002463219,0.0005444519,0.0002490522],"domain_scores_gemma":[0.9988688,0.0004776717,0.00003725572,0.0001862374,0.0002457424,0.000184238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003890375,0.000008954022,0.00003192787,0.00001932619,0.000001193255,0.00001736059,0.001403265,0.00004689447,0.00002436157,0.9067692,0.0802438,0.01142979],"study_design_scores_gemma":[0.000004190519,0.000003840606,0.00006669221,0.00008693427,0.000001327372,0.0000512854,0.001089122,0.00008298222,0.00003408401,0.287837,0.7107384,0.000004225553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004083693,0.001409982,0.0020629,0.006726678,0.0005554354,0.0000193886,0.00002427134,0.0000219257,0.988771],"genre_scores_gemma":[0.03946276,0.001224214,0.001708113,0.005606436,0.0005717978,0.0001052194,0.0000601709,0.0001061989,0.9511551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05526428,"threshold_uncertainty_score":0.1848775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206439416804649,"score_gpt":0.4211269065491523,"score_spread":0.3004829648686874,"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."}}