{"id":"W4400292031","doi":"10.1016/j.cities.2024.105238","title":"“Damned if we do, damned if we don't”: Examining the municipal problematization of homelessness in Edmonton, Canada during COVID-19","year":2024,"lang":"en","type":"article","venue":"Cities","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Problematization; Poverty; Context (archaeology); Corporate governance; Jurisdiction; Sociology; Public administration; Governmentality; Political science; Law; Economics; Geography; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008757557,0.0002302583,0.0006519828,0.0001951419,0.0008764753,0.00005447879,0.0003591605,0.0001575239,0.0003647635],"category_scores_gemma":[0.0002949098,0.0001764871,0.00005003848,0.000627926,0.0001526149,0.0002177417,0.0001820374,0.0005218826,0.000006943796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394397,"about_ca_system_score_gemma":0.001865331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4461643,"about_ca_topic_score_gemma":0.9217343,"domain_scores_codex":[0.9972898,0.0006008203,0.0008043926,0.0003094962,0.000434733,0.000560701],"domain_scores_gemma":[0.9980955,0.001075001,0.0002234511,0.0003515809,0.0001204875,0.0001339849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005976908,0.0000341448,0.05821337,0.01095094,0.00008135557,0.00007837858,0.8928298,0.0006045894,0.0002817973,0.0347465,0.0002638998,0.00185549],"study_design_scores_gemma":[0.0007007645,0.00002637325,0.02590837,0.002828395,0.00003604806,5.31324e-7,0.9592778,0.0006949779,0.0003319563,0.004541146,0.005346553,0.0003070779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899647,0.004245335,0.00009139615,0.001364159,0.0008248005,0.0007861981,0.00006777445,0.000124458,0.002531176],"genre_scores_gemma":[0.9965945,0.001407069,0.00002121123,0.00008089512,0.0002616074,0.000370557,0.00003239828,0.00004906282,0.001182703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4755701,"threshold_uncertainty_score":0.7196935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06048971075581331,"score_gpt":0.3680498104159796,"score_spread":0.3075600996601662,"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."}}