{"id":"W4372283200","doi":"10.5206/wurjhns.2022-23.5","title":"Literature Analysis on Stachybotrys chartarum and Connections to Sick Building Syndrome","year":2023,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sick building syndrome; Environmental health; Mold; Mycotoxin; Human health; Indoor air; Health hazard; Medicine; Biology; Environmental science; Ecology; Biotechnology; Indoor air quality; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004628181,0.0001517326,0.0002602913,0.0007670008,0.002992029,0.0006380441,0.0003012768,0.00006246066,0.00002106358],"category_scores_gemma":[0.0001872492,0.0001082418,0.00006607729,0.004829479,0.0005082301,0.0004613754,0.0002609318,0.0008928037,0.00009650481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833219,"about_ca_system_score_gemma":0.00009501306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110528,"about_ca_topic_score_gemma":0.001193574,"domain_scores_codex":[0.9966717,0.0005811184,0.0002979562,0.0004939131,0.0009642582,0.0009910492],"domain_scores_gemma":[0.9985126,0.0003470297,0.00008584879,0.0001238513,0.00004091438,0.0008897599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001371437,0.0007676682,0.5311852,0.0009395391,0.000970499,0.002160775,0.04187945,0.01355892,0.0300888,0.03554711,0.06754442,0.2739862],"study_design_scores_gemma":[0.002942535,0.01633592,0.7942256,0.00190697,0.0001113228,0.005084599,0.009582597,0.007984208,0.0008044066,0.0570649,0.1017648,0.002192205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090621,0.0006269655,0.00004777084,0.08968898,0.000203631,0.0002298803,0.00001475228,0.00003295561,0.00009300285],"genre_scores_gemma":[0.9951503,0.001763102,0.0001930191,0.001492315,0.00007115943,0.000004892685,0.000005811492,0.000006647929,0.001312729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271794,"threshold_uncertainty_score":0.9983059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217851793495612,"score_gpt":0.3892293972184424,"score_spread":0.3370508792834862,"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."}}