{"id":"W2807320140","doi":"10.1080/19419899.2018.1484798","title":"What is the best measure of discrimination against trans people?: A systematic review of the psychometric literature","year":2018,"lang":"en","type":"review","venue":"Psychology and Sexuality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Reliability (semiconductor); Scale (ratio); Psychometrics; Clinical psychology; Best practice; Applied psychology; Psychometric testing; Internal consistency","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003965585,0.0005425519,0.0030008,0.0003394779,0.0002559386,0.00006010455,0.001185078,0.0009256774,0.0001027662],"category_scores_gemma":[0.0005089226,0.0002756658,0.000716577,0.002486713,0.0005993934,0.0001593758,0.00006842614,0.0009354133,0.00005263116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003419512,"about_ca_system_score_gemma":0.0001479643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074571,"about_ca_topic_score_gemma":0.0001118184,"domain_scores_codex":[0.9910238,0.005290519,0.002084789,0.0007447281,0.0004488819,0.0004072303],"domain_scores_gemma":[0.9943417,0.0007233174,0.002001292,0.00238491,0.0004441287,0.0001046233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001102215,0.0003363365,0.0001383389,0.9210681,0.0004089131,5.799926e-7,0.00443709,7.938024e-10,8.156871e-8,0.0004992462,0.0157063,0.05739404],"study_design_scores_gemma":[0.0005913704,0.0003172708,0.002920858,0.7350446,0.009427531,0.0002496911,0.0005263826,1.542552e-7,6.306046e-8,0.0008415949,0.2495123,0.0005682364],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006429777,0.9830904,0.00001770451,0.004011511,0.005252314,0.003394497,0.0003536569,0.00001551766,0.003800127],"genre_scores_gemma":[0.0001407731,0.9933176,0.000004976021,0.003477152,0.0004932749,0.0002967228,0.00008080149,0.0000408347,0.002147861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.233806,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156798250739757,"score_gpt":0.4607317989689606,"score_spread":0.3450519738949849,"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."}}