{"id":"W3104332294","doi":"10.11159/iccste20.316","title":"NON-CONVENTIONAL BUILDING TECHNOLOGIES AS A PANACEAAGAINST THE COVID-19 PANDEMIC","year":2020,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","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":[0.00004745237,0.0001328273,0.0001181469,0.00004200181,0.0002298457,0.000073881,0.0003115844,0.00002460647,0.0001215729],"category_scores_gemma":[0.00006347095,0.00007384479,0.00007031635,0.00004735389,0.0001773401,0.0001428719,0.00002997265,0.0001789061,0.000001166241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001863321,"about_ca_system_score_gemma":0.00001706066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000568968,"about_ca_topic_score_gemma":0.00008311126,"domain_scores_codex":[0.9993035,0.000001158642,0.000194088,0.0001609102,0.0002361847,0.0001041184],"domain_scores_gemma":[0.9996639,0.000034121,0.0001127667,0.0000277964,0.0001242692,0.00003708808],"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":[0.00006885643,0.000003971768,0.01157685,0.0001308399,0.0001272502,6.71417e-7,0.01266195,0.0005657719,0.009152128,0.9646464,0.0002920725,0.0007732338],"study_design_scores_gemma":[0.006553435,0.001161918,0.203752,0.001579932,0.0006492957,0.000144715,0.1022015,0.12269,0.02710745,0.3266112,0.2041447,0.003403921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760324,0.00006120431,0.000057252,0.02143818,0.0002131079,0.0001595523,0.00005521236,0.0001134367,0.001869632],"genre_scores_gemma":[0.9991627,0.00004905397,0.00005568585,0.0004579251,0.0001074803,0.00001766098,0.000006187179,0.000006840371,0.0001364669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6380352,"threshold_uncertainty_score":0.3011303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347812376533274,"score_gpt":0.2441776638817515,"score_spread":0.2006995401164188,"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."}}