{"id":"W2318325963","doi":"10.1061/9780784479711.059","title":"Can a Single Flood Event Result in Fungal Growth beneath Tile?","year":2015,"lang":"en","type":"article","venue":"","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Tile; Impervious surface; Ceramic tiles; Environmental science; Flood myth; Intrusion; Gypsum; Substrate (aquarium); Mold; Waste management; Engineering; Geology; Materials science; Composite material; Geography; Ecology; Archaeology","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":[0.0001745712,0.0001001259,0.0001160691,0.0001218363,0.00001328778,0.00003027547,0.000134372,0.00005659544,0.00007622744],"category_scores_gemma":[0.00007009935,0.00008969659,0.00002863028,0.0002212339,0.0000121453,0.00006112918,0.00004614441,0.0001504513,0.00008316886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650421,"about_ca_system_score_gemma":0.00003918733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004766076,"about_ca_topic_score_gemma":0.0009053888,"domain_scores_codex":[0.9991236,0.00001953138,0.0001481932,0.0001349471,0.0002309773,0.0003427338],"domain_scores_gemma":[0.9995782,0.00002653085,0.000005629385,0.0001624016,0.00004878192,0.0001784618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003418985,0.001538929,0.5408036,0.0005178342,0.000388854,0.001345727,0.0131495,0.04800236,0.1392235,0.0125467,0.1907693,0.05137182],"study_design_scores_gemma":[0.01478137,0.001740812,0.2156322,0.0003527094,0.00005440304,0.0001810571,0.003450611,0.2054058,0.5024854,0.005443886,0.04772636,0.002745401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170133,0.0002378701,0.00002847862,0.000279797,0.0001806222,0.000140247,0.00001033534,0.000199204,0.08191015],"genre_scores_gemma":[0.9980052,0.00001187192,0.0003709858,0.00003149558,0.000101449,0.00001709459,0.000008229288,0.00002305208,0.001430669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3632619,"threshold_uncertainty_score":0.3657721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203240268444616,"score_gpt":0.2393871436508473,"score_spread":0.2073547409664011,"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."}}