{"id":"W4388980951","doi":"10.55016/ojs/muj.v1i2.77322","title":"Critical Discourse Analysis of Indigenous Homelessness: On Social Problems and Silences in Alberta News Media","year":2023,"lang":"en","type":"article","venue":"The Motley Undergraduate Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Critical discourse analysis; Criminology; Indigenous; Population; Sociology; Gender studies; Criminalization; News media; Discourse analysis; Political science; Ideology; Media studies; Politics; Law","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":[0.01119128,0.0008868158,0.0006958682,0.006791714,0.02531292,0.01215948,0.002746495,0.002765645,0.003260988],"category_scores_gemma":[0.01690722,0.0005172574,0.0003634631,0.0059143,0.02933541,0.004944083,0.00867937,0.003935933,0.0002686239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03750145,"about_ca_system_score_gemma":0.02089819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3002261,"about_ca_topic_score_gemma":0.3337522,"domain_scores_codex":[0.9927242,0.004166785,0.0001931134,0.0003705916,0.001472404,0.001072864],"domain_scores_gemma":[0.967927,0.02555341,0.001406781,0.0004763026,0.003002483,0.001634051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008371479,0.0000072143,0.0003759758,0.00003788735,9.694287e-7,0.0003410988,0.9964051,0.00000999875,0.0002050794,0.001301178,0.0002922637,0.001014904],"study_design_scores_gemma":[0.000001081694,0.000004508444,0.0007913894,0.00009473276,0.000002465352,0.00003805624,0.9916726,0.00003594303,0.0001390136,0.0002117669,0.007002905,0.000005530376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492139,0.001666057,0.001095775,0.009491201,0.0002571799,0.0001731396,0.0001623871,0.00005108108,0.03788928],"genre_scores_gemma":[0.9910091,0.001156201,0.0005855228,0.0008326839,0.00009211004,0.0001284392,0.00008222321,0.00004255704,0.006071027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6997739,"threshold_uncertainty_score":0.5969571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658511914429203,"score_gpt":0.4181274241926408,"score_spread":0.3415423050483487,"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."}}