{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009410967,0.0002515266,0.0003595227,0.003462762,0.004274523,0.001556987,0.0008506617,0.0002757277,0.002405819],"category_scores_gemma":[0.001814515,0.0002044621,0.0005974287,0.007563509,0.0007436416,0.0004083192,0.001748696,0.0006053146,0.0002479477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01728409,"about_ca_system_score_gemma":0.02301257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987844,"about_ca_topic_score_gemma":0.9942081,"domain_scores_codex":[0.9989535,0.00006323591,0.00006170252,0.00008978031,0.0004950564,0.0003367933],"domain_scores_gemma":[0.9973881,0.0000730579,0.0003610104,0.00004652151,0.001479046,0.0006523179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007153115,0.00004976213,0.9743799,0.0001158085,0.00006217841,0.0001455423,0.004214972,0.00005625408,0.0002707501,0.0003728298,0.00356293,0.01669756],"study_design_scores_gemma":[0.000001605136,0.000009095546,0.9957106,0.00002537308,0.000006382231,0.00003138147,0.002842986,0.00002857932,0.00001936016,0.00001410933,0.001305142,0.000005530477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788322,0.0008659182,0.0001021826,0.0007751699,0.0000294589,0.0001246494,0.006858149,0.00001772317,0.01239458],"genre_scores_gemma":[0.9931338,0.0008254484,0.0003108423,0.0003429183,0.00001134961,0.00008631786,0.003469115,0.000009523708,0.001810665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728409,"threshold_uncertainty_score":0.1254055,"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."}}