{"id":"W4410777187","doi":"10.1002/jdd.13725","title":"Dental and allied dental students, staff, faculty, and administrators’ cultural inclusivity considerations: Results of the 2022 ADEA Climate Study","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Dental education; Psychology; Diversity (politics); Professional development; Cultural diversity; Higher education; Medical education; Medicine; Pedagogy; Sociology; Political science; Social psychology","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":[0.007507983,0.0003164933,0.0002970984,0.001173353,0.002455266,0.00165893,0.0005363482,0.0005654705,0.001887752],"category_scores_gemma":[0.01160357,0.0003423328,0.0007229215,0.001615526,0.0009126268,0.0006794724,0.001942419,0.001007688,0.0004281364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914054,"about_ca_system_score_gemma":0.006574154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1245577,"about_ca_topic_score_gemma":0.2364821,"domain_scores_codex":[0.9958885,0.001419959,0.0001676851,0.0001618785,0.001165894,0.001196085],"domain_scores_gemma":[0.9893193,0.001978826,0.001665118,0.0003592235,0.003724211,0.002953425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003817455,0.001096141,0.9296336,0.00008917274,0.00005802243,0.0001956616,0.04929877,0.00005818351,0.0003574006,0.00008982046,0.001223215,0.01751824],"study_design_scores_gemma":[0.00001508811,0.0003159714,0.9238569,0.00002417667,0.00001612508,0.00004853469,0.07373872,0.00005148936,0.0001545887,0.0000242718,0.001739651,0.00001455422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984488,0.00005347976,0.00002076209,0.00008190409,0.000007092316,0.00002639726,0.00005636927,0.000001291469,0.001303806],"genre_scores_gemma":[0.9990057,0.00008186659,0.00005652434,0.00010364,0.00001051741,0.00004357399,0.00007908831,0.000002834004,0.0006163217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245577,"threshold_uncertainty_score":0.2476655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382528541983931,"score_gpt":0.392327899691053,"score_spread":0.3685026142712137,"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."}}