{"id":"W3209504255","doi":"10.11606/gtp.v16i4.178511","title":"Critical analysis of housing condition impacts on residents' well-being and social costs","year":2021,"lang":"en","type":"article","venue":"Gestão & Tecnologia de Projetos","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; International Development Research Centre","keywords":"Quality of life (healthcare); Business; Social Welfare; Welfare; Public economics; Mental health; Psychology; Political science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01507666,0.0008911573,0.001683483,0.01273536,0.001016658,0.003840958,0.0008830492,0.0008413975,0.007339515],"category_scores_gemma":[0.04551816,0.0003228062,0.002460907,0.007782436,0.001352905,0.003146254,0.00177362,0.001131781,0.0003257124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006049113,"about_ca_system_score_gemma":0.008472475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008842598,"about_ca_topic_score_gemma":0.01631261,"domain_scores_codex":[0.9902962,0.005357808,0.001363593,0.0004751304,0.002156626,0.0003506422],"domain_scores_gemma":[0.9432776,0.04472921,0.003154417,0.000745549,0.007740165,0.0003530533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008640761,0.0001384406,0.03117776,0.2379251,0.004445789,0.0012264,0.01898553,0.001956255,0.001354687,0.05840256,0.02409167,0.6194317],"study_design_scores_gemma":[0.0001515094,0.001392835,0.1674786,0.2819384,0.01421702,0.001631662,0.08129793,0.002293473,0.002819382,0.06239376,0.3841069,0.0002785782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1421923,0.7562612,0.01163673,0.02327947,0.002081438,0.004513619,0.01366953,0.00007318561,0.04629251],"genre_scores_gemma":[0.6655156,0.3062781,0.01620313,0.002658769,0.0007272788,0.003069014,0.003016766,0.00004840301,0.002483001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01507666,"threshold_uncertainty_score":0.07973397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108839099053228,"score_gpt":0.2647072963792445,"score_spread":0.2436189053887122,"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."}}