{"id":"W4406397030","doi":"10.1002/dvr2.70004","title":"Exploring Experiences of Safety With LGBTQ+ Newcomers in Calgary, Alberta","year":2025,"lang":"en","type":"article","venue":"Diversity & Inclusion Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Mitacs; University of Calgary","keywords":"Queer; Gender studies; Sociology; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.001773116,0.00009388249,0.0003560673,0.0004756994,0.00447898,0.000006237026,0.0005376264,0.0001191129,0.0005168117],"category_scores_gemma":[0.0002749095,0.0000775043,0.0000401852,0.001319623,0.0002903028,0.000228424,0.008766821,0.0006846311,0.00002755962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180089,"about_ca_system_score_gemma":0.0003618292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1081156,"about_ca_topic_score_gemma":0.05808124,"domain_scores_codex":[0.9972766,0.0008395446,0.0002861978,0.00026963,0.0007980886,0.0005299054],"domain_scores_gemma":[0.9980679,0.001184704,0.00005745164,0.0002430844,0.000345032,0.0001018696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003687781,0.00008340632,0.3441955,0.000163151,0.00001323255,0.00001409323,0.6479137,0.00000605598,0.00003875019,0.003242917,0.00007184165,0.003888578],"study_design_scores_gemma":[0.0009095987,0.00007353933,0.07270105,0.0005319217,0.000004390066,1.17487e-8,0.9215538,0.00005230279,0.000190452,0.000323297,0.003564802,0.00009485628],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558725,0.00008879163,0.00004533616,0.0006538561,0.0001932352,0.0004692124,0.000002314597,0.00001552258,0.04265924],"genre_scores_gemma":[0.9971482,0.0003809204,0.00004262782,0.00003941288,0.00002504527,0.00006609291,0.000005271846,0.000005709891,0.002286723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736401,"threshold_uncertainty_score":0.9992501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2774445262992724,"score_gpt":0.4823510045127101,"score_spread":0.2049064782134378,"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."}}