{"id":"W3162048398","doi":"10.31468/dwr.879","title":"A Genre Analysis of Social Change: Uptake of the Housing-First Solution to Homelessness in Canada. Diana Wegner. Inkshed, 2020.","year":2021,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Housing First; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002181915,0.0005676443,0.0006006254,0.005768976,0.01297707,0.009612965,0.00182299,0.001289617,0.01247959],"category_scores_gemma":[0.006916574,0.00031003,0.0003717168,0.01301897,0.009409669,0.00404429,0.003263482,0.00256512,0.0008426335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09490294,"about_ca_system_score_gemma":0.08175576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9717478,"about_ca_topic_score_gemma":0.9870012,"domain_scores_codex":[0.9982595,0.0003315573,0.0000449107,0.0001328015,0.0008901071,0.0003411438],"domain_scores_gemma":[0.996381,0.0008223871,0.0002143937,0.00008544657,0.001875808,0.0006209722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007776891,0.00005631485,0.0162454,0.0006704397,0.00002755748,0.0005101684,0.329806,0.0002096801,0.0004747759,0.09692744,0.265004,0.2899905],"study_design_scores_gemma":[0.0000071049,0.00001860558,0.05425664,0.001527256,0.00003585021,0.0001394434,0.462011,0.0003256368,0.0003930778,0.009232711,0.4720086,0.0000440507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1791274,0.1786444,0.003783474,0.2704692,0.004998393,0.0003240811,0.005505363,0.0002702919,0.3568774],"genre_scores_gemma":[0.7510967,0.07092054,0.003587119,0.006815424,0.0005158635,0.0001839081,0.002023773,0.0004346559,0.1644221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09490294,"threshold_uncertainty_score":0.6885723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0902068329392911,"score_gpt":0.3722493538155872,"score_spread":0.2820425208762961,"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."}}