{"id":"W4220943483","doi":"10.1177/21676968221087072","title":"A Qualitative Exploration of Information and Communication Technology Use among Lesbian, Gay, Bisexual, Transgender, Queer Emerging Adult Migrants Before and After Arrival in the United States","year":2022,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Regina","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"ICTS; Lesbian; Information and Communications Technology; Transgender; Queer; Identity (music); Sociology; Gender studies; Harassment; Grounded theory; Qualitative research; Political science; Psychology; Social psychology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.0008589188,0.0001567482,0.0001940325,0.0008661222,0.0004074009,0.00004534266,0.0002063571,0.0000916315,0.00004539762],"category_scores_gemma":[0.0001253648,0.0001451514,0.00002900057,0.001008832,0.0002620886,0.0009432581,0.0000771156,0.0004269982,0.000002496659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004526144,"about_ca_system_score_gemma":0.00002665215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02302697,"about_ca_topic_score_gemma":0.01269183,"domain_scores_codex":[0.9976519,0.001084623,0.0005705965,0.0001863221,0.0002240433,0.0002825354],"domain_scores_gemma":[0.9990126,0.0001552521,0.0002696732,0.0003585186,0.0001576859,0.00004621679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000132985,0.0001091345,0.2082711,0.0002590534,0.00003884341,0.000002557526,0.7803529,0.00009549152,0.0000103255,0.003661393,0.0003224184,0.006743826],"study_design_scores_gemma":[0.001795056,0.0003307248,0.3337643,0.00006184844,0.00005371934,0.00001713865,0.6534263,0.0009862811,0.000006987233,0.007930821,0.001408691,0.0002181338],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920976,0.0004793052,0.0008939844,0.005766565,0.00009106377,0.0004651738,0.00009768531,0.00004984394,0.00005876214],"genre_scores_gemma":[0.9977711,0.0008157499,0.0003530706,0.0004089219,0.00001517662,0.0003318928,0.0002359115,0.0000165616,0.00005156874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269266,"threshold_uncertainty_score":0.9834788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07520399834666064,"score_gpt":0.3998968588667427,"score_spread":0.3246928605200821,"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."}}