{"id":"W4310870444","doi":"10.18280/ijsdp.170717","title":"Responsiveness and Adaptability of Housing Spatial Design to New Emerging Functions: The Case of COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Adaptation (eye); Flexibility (engineering); Coronavirus disease 2019 (COVID-19); Merge (version control); Pandemic; Maladaptation; Architectural engineering; Plan (archaeology); Computer science; Business; Risk analysis (engineering); Process management; Engineering; Psychology; Geography; Medicine; Mathematics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002887096,0.000070718,0.0001419934,0.0002906051,0.0006190763,0.00003817115,0.0001851309,0.00002484908,0.00007074766],"category_scores_gemma":[0.0008410885,0.00005749621,0.00002493597,0.0001886829,0.00007961905,0.0001604832,0.0001643141,0.0001381313,8.006511e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215612,"about_ca_system_score_gemma":0.001820192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894825,"about_ca_topic_score_gemma":0.0001818459,"domain_scores_codex":[0.9987187,0.0002664911,0.0003767164,0.000096481,0.0003932758,0.000148369],"domain_scores_gemma":[0.9985549,0.000581686,0.0003034339,0.00003480467,0.0003981966,0.0001269393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003334339,0.0001076576,0.09871805,0.00010657,0.0005046239,0.005096248,0.732719,0.01622429,0.0002541076,0.004833156,0.003015076,0.1350869],"study_design_scores_gemma":[0.0007435291,0.0001192205,0.01343206,0.00007615773,0.00002577598,0.0005240718,0.8881521,0.00006330077,0.0001402646,0.002161192,0.09440464,0.0001577141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704272,0.001297235,0.02476803,0.002885598,0.0003315352,0.0001715513,0.000002153336,0.000006046232,0.000110625],"genre_scores_gemma":[0.9969384,0.0000925268,0.002087344,0.0001030926,0.00008500029,0.000004273077,0.000001148058,0.000004133156,0.0006840516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554331,"threshold_uncertainty_score":0.4761497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08562940202325453,"score_gpt":0.3425684710236706,"score_spread":0.2569390690004161,"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."}}