{"id":"W2612732116","doi":"","title":"Why Don’t We Do Something? The Societal Problematization of “Homelessness” and the Relationship between Discursive Framing and Social Change","year":2016,"lang":"","type":"dissertation","venue":"TSpace","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Problematization; Framing (construction); Sociology; Epistemology; Political science; Social psychology; Psychology; Philosophy; Geography","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003207654,0.0006336118,0.00177982,0.0001922442,0.006658759,0.0001780698,0.0004496744,0.001514658,0.0001317034],"category_scores_gemma":[0.0009156386,0.0003506523,0.0002696892,0.0005858557,0.00142805,0.0004922089,0.0002657936,0.001787535,0.00001062607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377213,"about_ca_system_score_gemma":0.0003116803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628061,"about_ca_topic_score_gemma":0.002657032,"domain_scores_codex":[0.9934013,0.003145051,0.001226095,0.0006557102,0.0008312455,0.0007406269],"domain_scores_gemma":[0.9870711,0.009400086,0.00243477,0.0003983447,0.0005697168,0.0001259717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001148287,0.00002866004,0.1177876,0.004113125,0.0001688506,3.447176e-7,0.8090672,1.308144e-7,0.00001895466,0.06433035,0.00003768879,0.004332157],"study_design_scores_gemma":[0.001888733,0.0000472739,0.1741735,0.002962453,0.0006446219,8.996555e-8,0.7861387,0.00002666377,0.00002033878,0.03328877,0.0004084359,0.0004003492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486008,0.01082814,0.0008029057,0.03379317,0.0007952019,0.004496262,0.0001290854,0.00004958606,0.0005049109],"genre_scores_gemma":[0.9916872,0.003859228,0.00004666643,0.000129948,0.001623981,0.0006992205,0.0002265736,0.0001125873,0.001614552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0563859,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048074042521955,"score_gpt":0.4340861501508015,"score_spread":0.3292787458986061,"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."}}