{"id":"W7161938007","doi":"10.82308/46470","title":"Lesbian, gay, bisexual, and transgender immigrant acculturation experience","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Acculturation; Sexual orientation; Gender identity; Citizenship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684907,0.0002663049,0.0004286581,0.0007585666,0.00434231,0.003969916,0.0003442782,0.0007702755,0.004771831],"category_scores_gemma":[0.003266597,0.0001877647,0.0002423146,0.0007913607,0.002700158,0.00135711,0.002628301,0.001034505,0.000242383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747638,"about_ca_system_score_gemma":0.002504773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0833402,"about_ca_topic_score_gemma":0.1415298,"domain_scores_codex":[0.9993837,0.0002743585,0.00002999752,0.00004703299,0.0001224233,0.0001424344],"domain_scores_gemma":[0.9989091,0.0004009446,0.0001962903,0.00004021226,0.0001987688,0.0002547303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005782685,0.00008112083,0.06501491,0.00008224387,0.000009810656,0.0005187481,0.9229168,0.00001758901,0.0004867469,0.001090146,0.0004229006,0.009301122],"study_design_scores_gemma":[0.000003242654,0.00007750707,0.05526681,0.00008389573,0.00001094448,0.0002429739,0.9408296,0.00001966204,0.00007346386,0.0001237477,0.00325475,0.0000133223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958682,0.0003703555,0.00003382671,0.0002123981,0.00001864803,0.000009346212,0.00002162359,0.000002225177,0.003463388],"genre_scores_gemma":[0.9957789,0.0007319449,0.00005234759,0.0002929691,0.00001236437,0.00003300401,0.00003207754,0.000002813348,0.003063592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0833402,"threshold_uncertainty_score":0.1657102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198535983730619,"score_gpt":0.4544139709634938,"score_spread":0.3345603725904319,"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."}}