{"id":"W7038183459","doi":"","title":"Housing and Mental Health among On-Reserve First Nations Adults in Saskatchewan: Exploring Gendered Exposures and Vulnerabilities","year":2024,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Vulnerability (computing); Public health; Psychological intervention; Qualitative research; Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003264347,0.0001615395,0.0002586724,0.0008877146,0.001477873,0.000134378,0.0003896348,0.0001102935,0.0003189807],"category_scores_gemma":[0.00003080148,0.0002216539,0.00008176138,0.0007772315,0.0009880334,0.00380374,0.0004662814,0.0003043882,0.000007610867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422067,"about_ca_system_score_gemma":0.0006549712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09049506,"about_ca_topic_score_gemma":0.3737105,"domain_scores_codex":[0.9982858,0.0002694257,0.0001192706,0.000476041,0.0004363945,0.0004130841],"domain_scores_gemma":[0.9989859,0.0004484518,0.00006557724,0.0001736994,0.00003367306,0.0002926879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000346194,0.0001688663,0.086804,0.0005232986,0.0001125158,0.0006102751,0.8975895,0.00006382701,0.000009379511,0.00439028,0.00279251,0.006589362],"study_design_scores_gemma":[0.0007500827,0.0001321625,0.0221616,0.0005021968,0.00000936385,7.885978e-7,0.9690005,0.0002028959,0.00002523282,0.000359139,0.006645489,0.0002105609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983111,0.0004173052,0.00001694766,0.009560474,0.0001272349,0.0003773723,0.0001345311,0.000183586,0.006071571],"genre_scores_gemma":[0.9915729,0.001741736,0.0008859339,0.00002200902,0.00004846693,1.702607e-7,0.00001909236,0.00001507986,0.005694668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2832154,"threshold_uncertainty_score":0.9998221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534182784936714,"score_gpt":0.231450995428095,"score_spread":0.2061091675787279,"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."}}