{"id":"W2078240433","doi":"10.1111/j.1559-1816.2009.00513.x","title":"Predicting the Timing of Coming Out in Gay and Bisexual Men From World Beliefs, Physical Attractiveness, and Childhood Gender Identity/Role<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Physical attractiveness; Attractiveness; Femininity; Just-world hypothesis; Identity (music); Developmental psychology; Sexual identity; Demographics; Social psychology; Demography; Gender studies; Human sexuality; Sociology","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":[0.0008364734,0.0002108091,0.0006306691,0.0002905999,0.0002785132,0.00004671774,0.0003039015,0.000224375,0.00005038509],"category_scores_gemma":[0.00003204515,0.0001815967,0.00009958912,0.0002081068,0.0002838639,0.0002072195,0.00005776311,0.0009856645,0.000007522161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005098207,"about_ca_system_score_gemma":0.00006702073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003289649,"about_ca_topic_score_gemma":0.0001683201,"domain_scores_codex":[0.9979677,0.0002833814,0.0007416802,0.0003073276,0.000285456,0.000414444],"domain_scores_gemma":[0.9985761,0.0003559543,0.0007118533,0.000176794,0.0000627213,0.0001165769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002390002,0.00352663,0.3888085,0.0001744204,0.001095241,0.00009886774,0.4605208,0.00006777445,0.008384497,0.02449827,0.01017562,0.1002594],"study_design_scores_gemma":[0.002643454,0.0001561855,0.9400169,0.00001667353,0.0001386462,0.00003515733,0.005285806,0.00002343277,0.00001137068,0.05128399,0.0002387611,0.0001496663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677345,0.0006951246,0.00005915654,0.002800178,0.0002912885,0.0002205787,0.00001743601,0.00001136123,0.02817035],"genre_scores_gemma":[0.9958497,0.0001473617,0.00009929496,0.001313049,0.002511097,0.000004904839,0.0000029967,0.00002315529,0.00004843529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5512084,"threshold_uncertainty_score":0.7405299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06742814666073527,"score_gpt":0.4138231988395336,"score_spread":0.3463950521787983,"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."}}