{"id":"W2239694542","doi":"10.1300/j010v44n03_02","title":"Does Difference Matter?","year":2007,"lang":"en","type":"article","venue":"Social Work in Health Care","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Diversity (politics); Promotion (chess); Social work; Focus group; Work (physics); Plan (archaeology); Cultural diversity; Nursing; Public relations; Medicine; Medical education; Political science; Sociology; Engineering; Geography","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":[0.001127713,0.00006515603,0.000141311,0.0000466592,0.001318561,0.00002873569,0.0001860704,0.0001188158,0.0003612798],"category_scores_gemma":[0.00004691945,0.00005470124,0.00004806723,0.0005351395,0.0001436968,0.00005415078,0.00004169374,0.0001888278,0.0000903691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005150857,"about_ca_system_score_gemma":0.0002143408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009383069,"about_ca_topic_score_gemma":0.02469866,"domain_scores_codex":[0.9985353,0.0002773454,0.0002061574,0.0001683217,0.0002968934,0.0005159374],"domain_scores_gemma":[0.9995703,0.00009487546,0.00007716871,0.00007070672,0.00005872758,0.000128257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002381881,0.00002012582,0.5572042,0.00006791062,0.000001926024,0.000002589577,0.4166897,2.011212e-7,2.621401e-7,0.008258298,0.00237701,0.01535387],"study_design_scores_gemma":[0.0001062827,0.000008148837,0.742707,0.00002139107,9.843644e-7,1.116179e-8,0.2102778,2.25267e-8,0.000001617404,0.00138988,0.04540227,0.00008463957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915749,0.000456241,0.0001414555,0.04420362,0.002227127,0.0004911177,0.00002346881,0.0001115891,0.06077052],"genre_scores_gemma":[0.996053,0.00002790506,0.0001036581,0.002192661,0.0003857888,0.000002276489,0.00000566584,0.000003866677,0.00122522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206412,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07167522403341363,"score_gpt":0.360150703374421,"score_spread":0.2884754793410074,"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."}}