{"id":"W4403048949","doi":"10.1097/ans.0000000000000541","title":"Capturing Intersections of Discrimination","year":2024,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Camosun College","funders":"","keywords":"Computer science; MEDLINE; Psychology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001035481,0.00002946778,0.00004671716,0.000306246,0.000300189,0.0000998096,0.0002445114,0.00001684052,0.00002015611],"category_scores_gemma":[0.0003361974,0.00002815864,0.00001910264,0.001527847,0.001921299,0.00169661,0.00001274508,0.00009571893,0.000008037496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575921,"about_ca_system_score_gemma":0.0002032304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009822177,"about_ca_topic_score_gemma":0.003483434,"domain_scores_codex":[0.9990458,0.00003546627,0.000100866,0.0001596777,0.0004414934,0.0002167318],"domain_scores_gemma":[0.9997504,0.00007393011,0.00001539716,0.00006215084,0.00006001057,0.00003812768],"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":[0.000003093572,0.00003346497,0.0008004599,0.00003229866,4.961463e-7,0.000002461046,0.05882567,0.0001629469,0.002659437,0.5306804,0.00002570279,0.4067736],"study_design_scores_gemma":[0.0001734402,0.0001158308,0.02013288,0.004738477,0.00001380034,0.000006770938,0.1238888,0.006676013,0.0110136,0.8080915,0.02475741,0.0003914463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3297766,0.005238087,0.003850342,0.002804087,0.004276125,0.0001684033,0.000001585442,0.00008443706,0.6538004],"genre_scores_gemma":[0.9987541,0.0003740278,0.0002185443,0.00000413842,0.00007090375,0.000003178192,1.48884e-7,0.000001881383,0.0005730097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6689776,"threshold_uncertainty_score":0.7079107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396583378743042,"score_gpt":0.4609579241852814,"score_spread":0.436992090397851,"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."}}