{"id":"W4384568705","doi":"10.36315/2023inpact025","title":"AN EXAMINATION OF 2SLGBTQIA+ PSYCHOLOGICAL WELLBEING IN CANADA AND THE UNITED STATES","year":2023,"lang":"en","type":"article","venue":"Psychological applications and trends","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"","keywords":"Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000576582,0.0001340987,0.0002238334,0.0003028881,0.0001591667,0.00002487654,0.0002182942,0.0001133126,0.000183934],"category_scores_gemma":[0.00001665745,0.00008904015,0.00002636301,0.001466049,0.0003350519,0.00004150069,0.00003568445,0.0002259286,0.00001518565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002968188,"about_ca_system_score_gemma":0.00001028069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.389044,"about_ca_topic_score_gemma":0.1657826,"domain_scores_codex":[0.9984605,0.0003123234,0.0003799038,0.0004178245,0.0001340189,0.0002954617],"domain_scores_gemma":[0.9989592,0.0003828349,0.0001133523,0.0003855173,0.00003717446,0.0001219103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002823176,0.0008098295,0.1809313,0.00008608713,0.00003889681,0.00001769625,0.001506682,0.00006233227,0.00004832803,0.1446038,0.0047525,0.6668603],"study_design_scores_gemma":[0.001229941,0.0001196591,0.9872055,0.000002626335,0.0000173268,0.00001529082,0.0004162986,0.0004735081,4.481822e-7,0.00765184,0.00276489,0.0001026756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849932,0.0002295017,0.0001555332,0.003569029,0.00008223645,0.0002227474,0.00004710979,0.00005263278,0.01064804],"genre_scores_gemma":[0.9970532,0.001175332,0.00006346608,0.0005923972,0.0000631652,0.0003218713,0.0001635316,0.000009436974,0.0005576013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8062742,"threshold_uncertainty_score":0.8494396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192252869396149,"score_gpt":0.3877635673957475,"score_spread":0.345841038701786,"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."}}