{"id":"W4405331632","doi":"10.3390/socsci13120669","title":"Surfacing Gender: Designing Care Homes for Women in All Their Diversity","year":2024,"lang":"en","type":"article","venue":"Social Sciences","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; York University","funders":"","keywords":"Diversity (politics); Gender diversity; Psychology; Gerontology; Sociology; Medicine; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001745677,0.0000819735,0.0001320157,0.00009524908,0.003463272,0.0002336962,0.0002527749,0.00005345751,0.00002972307],"category_scores_gemma":[0.00009545271,0.00006944541,0.00006732457,0.0005311103,0.0004703119,0.0003440086,0.00009538099,0.00006236681,0.000003994674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895623,"about_ca_system_score_gemma":0.0002774468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01058976,"about_ca_topic_score_gemma":0.03518476,"domain_scores_codex":[0.9986902,0.0001138198,0.0001024001,0.00026081,0.0003128199,0.0005199344],"domain_scores_gemma":[0.9996182,0.0002262012,0.00003085323,0.00002801134,0.0000487627,0.00004802315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001689149,0.000005094541,0.02906838,0.00002758255,0.00001147563,0.000001189378,0.9594612,0.000007847742,0.00001746904,0.007388411,0.001274318,0.002735335],"study_design_scores_gemma":[0.0001833547,0.00005067914,0.05161123,0.00003293789,0.00001414758,1.047243e-7,0.8239706,0.000102411,0.00006807924,0.0798054,0.04385595,0.0003051754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804654,0.002405762,0.000237363,0.0009269602,0.0005779915,0.0002367773,0.00001312814,0.0001204732,0.01501622],"genre_scores_gemma":[0.9986309,0.000207164,0.0001539745,0.00006741111,0.0003681874,0.00001914606,0.000001301405,0.000003586759,0.0005483208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354907,"threshold_uncertainty_score":0.9978341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030394524994406,"score_gpt":0.3498605032516008,"score_spread":0.2468210507521603,"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."}}