{"id":"W4404740979","doi":"10.1061/jswbay.sweng-631","title":"Reviewers","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Water in the Built Environment","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Smithsonian Environmental Research Center; U.S. Geological Survey; University of Toronto; James Cook University; York University; Marquette University; Oklahoma State University; Utah State University; East Carolina University; Office of Naval Research; Clemson University; North Carolina State University; San Diego State University; Ohio State University; Technische Universiteit Delft; University of South Florida; Villanova University; U.S. Naval Research Laboratory; Guangdong University of Technology; McMaster University; U.S. Environmental Protection Agency; Smithsonian Institution","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006245065,0.0002036872,0.0002941754,0.0003692211,0.00008304782,0.0001868116,0.0006861163,0.00005669156,0.00060171],"category_scores_gemma":[0.00004925306,0.00009608787,0.0002187205,0.0002071182,0.0001134881,0.0005184808,0.0001840895,0.0005706934,0.001532416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040657,"about_ca_system_score_gemma":0.00005170343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003462981,"about_ca_topic_score_gemma":6.504613e-7,"domain_scores_codex":[0.997208,0.0003370766,0.0007223772,0.000181156,0.0008369716,0.0007144373],"domain_scores_gemma":[0.9992871,0.00007978566,0.0001175893,0.0004046575,0.00003052965,0.00008030163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001404126,0.003426937,0.007201973,0.006312132,0.001620908,0.1465209,0.1216226,0.0953412,0.08771457,0.03698684,0.4656324,0.02621535],"study_design_scores_gemma":[0.0003635928,0.0002000421,0.0008622602,0.0001784427,0.0001090191,0.000740998,0.008989384,0.00006031507,0.003558986,0.009640851,0.9751271,0.0001690354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538476,0.02945568,0.0004190523,0.0112827,0.0004454106,0.0008890341,0.000004251973,0.00003247806,0.003623767],"genre_scores_gemma":[0.9923339,0.001478479,0.0002417728,0.0002632593,0.0002666448,0.00002253222,0.000001847614,0.00006249757,0.005329083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5094946,"threshold_uncertainty_score":0.999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346605848569983,"score_gpt":0.2486128216447321,"score_spread":0.2351467631590323,"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."}}