{"id":"W2618250290","doi":"10.1177/0020872817706406","title":"Understanding the meta-discourse driving homeless policies and programs in Toronto, Canada: The neoliberal management of social service delivery","year":2017,"lang":"en","type":"article","venue":"International Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Neoliberalism (international relations); Sociology; Ideology; Social work; Service delivery framework; Public relations; Critical discourse analysis; Sociocultural evolution; Service (business); Public administration; Economic growth; Political science; Political economy; Politics; Economics; Economy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004675074,0.0001173202,0.0003145071,0.00001414732,0.003773382,0.00008366135,0.0005632757,0.00008297481,0.0001514334],"category_scores_gemma":[0.000013009,0.00007531829,0.00007369416,0.0000885659,0.0001961334,0.0001611275,0.0003490729,0.0002355674,0.000001192321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008613825,"about_ca_system_score_gemma":0.0001400978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7129663,"about_ca_topic_score_gemma":0.9747723,"domain_scores_codex":[0.9987013,0.0001870927,0.0002939324,0.0001311064,0.0003991318,0.0002874619],"domain_scores_gemma":[0.9992729,0.0001506385,0.0003213512,0.0001180018,0.0001092732,0.0000277855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007758357,0.00007609378,0.1712815,0.0001208888,0.001781563,0.00001287742,0.2526459,0.000008730391,0.000002355234,0.5633231,0.0005839616,0.01008544],"study_design_scores_gemma":[0.0003368431,0.000003352879,0.5258176,0.00008478253,0.0001288386,3.705625e-8,0.4666579,0.00001939369,5.127516e-7,0.005493339,0.001359052,0.00009830895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594423,0.0002111833,0.00003154953,0.02603843,0.0007312657,0.0003989564,0.00001639582,0.00001252066,0.01311744],"genre_scores_gemma":[0.9983315,0.00005725683,0.00001252343,0.0002139028,0.0005410952,0.0001125827,0.000006851946,0.00001332377,0.0007109105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5578298,"threshold_uncertainty_score":0.9975235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1779338949442424,"score_gpt":0.4174669908152265,"score_spread":0.2395330958709841,"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."}}