{"id":"W3139017731","doi":"10.1111/ina.12819","title":"Effect of housing condition on quality of life","year":2021,"lang":"en","type":"article","venue":"Indoor Air","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"Japan Society for the Promotion of Science","keywords":"Environmental science; Quality (philosophy); Architectural engineering; Business; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009952318,0.00003703135,0.0001908168,0.00001893104,0.00009652323,0.000005021815,0.00005003201,0.00005472652,0.0001512294],"category_scores_gemma":[0.001422129,0.00003325786,0.00006350763,0.0001136504,0.00008884848,0.00004331338,0.00001144938,0.00005362649,0.000006706264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003485076,"about_ca_system_score_gemma":0.0002373072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073254,"about_ca_topic_score_gemma":0.001435589,"domain_scores_codex":[0.9988214,0.0005427632,0.0002024797,0.00007214054,0.0002303727,0.0001308669],"domain_scores_gemma":[0.9988347,0.0008526293,0.0001011382,0.00008434906,0.00006154522,0.0000656664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002099864,0.0001611317,0.8858789,0.001752625,0.00004152574,0.000006959558,0.007566644,0.00003578908,0.0005330876,0.08513741,0.002850615,0.01582532],"study_design_scores_gemma":[0.00121251,0.0002442444,0.9453108,0.0002588405,0.00001629659,1.374478e-7,0.00336104,0.000005526622,0.03729313,0.0007717641,0.01138177,0.0001439591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866444,0.00008287576,0.00001128551,0.002092265,0.0002536967,0.000085638,0.0000159168,0.00001406769,0.01079983],"genre_scores_gemma":[0.9987342,0.00002003636,0.00001782916,0.001006202,0.00008403761,0.000002584422,0.000003483927,0.000002876041,0.000128701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08436564,"threshold_uncertainty_score":0.7669275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013799392590369,"score_gpt":0.4084825815835292,"score_spread":0.3683445876576256,"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."}}