{"id":"W4401728891","doi":"10.1177/10784535241267944","title":"Exploring the Impact of Equity, Diversity, and Inclusion Initiatives Within a Canadian Nursing Program: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"Creative Nursing","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Inclusion (mineral); Operationalization; Psychological intervention; Equity (law); Diversity (politics); Psychology; Health equity; Perception; Nursing; Social psychology; Sociology; Political science; Medicine; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001407202,0.0001243552,0.0001701728,0.000196591,0.008295772,0.0001494132,0.0002783633,0.00002599439,0.00002968999],"category_scores_gemma":[0.0001439748,0.00009520031,0.00005697293,0.0005851386,0.0008647258,0.0008903262,0.001358532,0.0001995212,0.000001573141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003482,"about_ca_system_score_gemma":0.000482455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4009156,"about_ca_topic_score_gemma":0.05057799,"domain_scores_codex":[0.9983169,0.0005401237,0.0001412107,0.0002450021,0.0004249332,0.0003317629],"domain_scores_gemma":[0.9993651,0.0001518925,0.00005856147,0.0001056073,0.0001161267,0.0002027383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004578512,0.0003991838,0.02380754,0.00001274923,0.00007822691,0.0000106216,0.9345973,0.000009374024,0.00003218344,0.007154565,0.00005800846,0.03379446],"study_design_scores_gemma":[0.0002495095,0.001958627,0.430485,0.0008215131,0.0001290354,0.000001488916,0.5506514,0.0002248064,0.00006059214,0.01521793,0.000022507,0.0001775605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382302,0.0002203589,0.00003888632,0.0006891916,0.0002691436,0.0006496739,0.00001637564,0.00006765722,0.05981847],"genre_scores_gemma":[0.9997655,0.00003157686,0.00005443205,0.00001178272,0.00007924163,0.0000075403,0.000002122904,0.000006781636,0.00004105194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4066775,"threshold_uncertainty_score":0.9929953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4748739838657588,"score_gpt":0.4516659741578546,"score_spread":0.02320800970790415,"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."}}