{"id":"W4200212861","doi":"10.32920/16632532","title":"Housing As Social Assistance","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation","funders":"","keywords":"Affordable housing; Public housing; Government (linguistics); Economic growth; Social policy; Public administration; Political science; Business; Economics; Market 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077079,0.0001810554,0.0001229607,0.0008568072,0.002234588,0.002781553,0.0003832266,0.0005689852,0.02460155],"category_scores_gemma":[0.0009854607,0.0001117702,0.0001385292,0.002108159,0.001605432,0.0009294983,0.001059071,0.0003644922,0.001087034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03891325,"about_ca_system_score_gemma":0.03891449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9461054,"about_ca_topic_score_gemma":0.979013,"domain_scores_codex":[0.9992292,0.00007917589,0.00001596303,0.00005371157,0.0003437775,0.0002782023],"domain_scores_gemma":[0.9993483,0.00004715457,0.00006928042,0.00002496686,0.0002732275,0.0002370725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005125767,0.00005491243,0.04782122,0.0005146362,0.0000196701,0.0004240486,0.01394786,0.0009211462,0.0005344887,0.4474366,0.32978,0.1584941],"study_design_scores_gemma":[0.000005963184,0.00001238205,0.06255814,0.000105768,0.000005081142,0.00002841446,0.004153876,0.0002058421,0.0001020822,0.002236165,0.9305778,0.000008362779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07841667,0.006383996,0.001090836,0.0374025,0.0005364867,0.0001844552,0.008429395,0.0000939586,0.8674617],"genre_scores_gemma":[0.5945804,0.004515604,0.0007238222,0.001613538,0.0001429531,0.0000960835,0.001460818,0.00003037583,0.3968365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9461054,"threshold_uncertainty_score":0.2823367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520833554307122,"score_gpt":0.2474797489053416,"score_spread":0.2022714133622703,"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."}}