{"id":"W4386955954","doi":"10.1021/acs.estlett.3c00623","title":"Stimulated Germination of Chlorine-Resistant Fungal Spores during Drinking Water Chlor(am)ination","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Shanghai Rising-Star Program; National Natural Science Foundation of China","keywords":"Spore; Germination; Spore germination; Penicillium; Chlorine; Penicillium chrysogenum; Cladosporium; Chemistry; Food science; Biology; Microbiology; Environmental chemistry; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168412,0.0003356212,0.0002703866,0.0001123041,0.00009789074,0.0003485775,0.0001101568,0.0002274325,0.0005587288],"category_scores_gemma":[0.0001938326,0.0001168551,0.0002176834,0.0001050186,0.0001458533,0.0001629137,0.0002485929,0.0004204834,0.0001042364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324387,"about_ca_system_score_gemma":0.0001557285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009506326,"about_ca_topic_score_gemma":0.001286797,"domain_scores_codex":[0.9998326,0.0000252168,0.00001133743,0.00004367315,0.00005648692,0.00003063547],"domain_scores_gemma":[0.9998754,0.00001892733,0.00004179325,0.00000945787,0.00003091454,0.00002340801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006131239,0.000008567417,0.0003116017,0.00002816909,0.000002988217,0.00001588919,0.0000131549,0.00002098154,0.9988412,0.000005769488,0.00001397617,0.0006763348],"study_design_scores_gemma":[0.000006394506,0.0004430826,0.03012175,0.00001061345,0.00001469735,0.00009041566,0.00008984989,0.0006225064,0.9678019,0.00002548754,0.0007652062,0.000008250804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973116,0.0006313531,0.001111071,0.00004395531,0.00001581603,0.00002290784,0.0003122994,0.00004333881,0.0005077864],"genre_scores_gemma":[0.9976484,0.0003018869,0.001052971,0.00005456843,0.000004310327,0.00001988029,0.0002780792,0.00001267886,0.0006272715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009506326,"threshold_uncertainty_score":0.001890182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00427232878981649,"score_gpt":0.1959707572874439,"score_spread":0.1916984284976274,"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."}}