{"id":"W1986838534","doi":"10.1007/s10508-011-9761-1","title":"Stability and Change in Sexual Orientation Identity Over a 10-Year Period in Adulthood","year":2011,"lang":"en","type":"article","venue":"Archives of Sexual Behavior","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":204,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Heterosexuality; Sexual orientation; Psychology; Sexual identity; Homosexuality; Identity (music); Developmental psychology; Lesbian; Population; Social psychology; Demography; Human sexuality; Gender studies; Sociology; Psychoanalysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002576213,0.0001450678,0.0002418518,0.000285264,0.00004582141,0.00001391974,0.0001689881,0.00009409373,0.001357228],"category_scores_gemma":[0.00004158925,0.0001563302,0.0000208022,0.0001971041,0.0002327072,0.0003835766,0.0001023991,0.0002131167,0.00003800851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778997,"about_ca_system_score_gemma":0.00004216628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06109039,"about_ca_topic_score_gemma":0.03368761,"domain_scores_codex":[0.9984229,0.000245623,0.0004145574,0.0004181307,0.000155519,0.0003433374],"domain_scores_gemma":[0.999351,0.00006325271,0.0001179153,0.0003345528,0.00001984031,0.0001134429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002348925,0.0008736532,0.8894563,0.0002465036,0.000004766418,0.00002064616,0.09236377,6.117747e-9,0.0008532038,0.001080931,0.00001187666,0.01485342],"study_design_scores_gemma":[0.001391744,0.0005505406,0.991409,0.000008964395,0.000040716,0.000005962262,0.00599459,0.000002283326,0.00004164535,0.0004076319,0.000007735361,0.0001391888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970444,0.0001592524,0.000005149335,0.00004164696,0.0002443168,0.0005735628,0.0001066469,0.00001959163,0.001805387],"genre_scores_gemma":[0.9991957,0.00002662403,0.0002148452,0.00003635585,0.00008069626,0.0001536608,0.00002645788,0.00001699492,0.0002486878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019527,"threshold_uncertainty_score":0.9995556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09436851756770256,"score_gpt":0.3877060189626495,"score_spread":0.293337501394947,"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."}}