{"id":"W4393091057","doi":"10.5539/ep.v13n1p52","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 13, No. 1","year":2024,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollution; Biochemical engineering; Environmental science; Mathematics; Engineering; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01782101,0.002369705,0.003977839,0.007180383,0.004310517,0.006819539,0.004550248,0.01240744,0.1137978],"category_scores_gemma":[0.2697923,0.001194441,0.003021785,0.002903013,0.001709891,0.004657806,0.002862175,0.008367941,0.05632772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004381317,"about_ca_system_score_gemma":0.007711387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004822279,"about_ca_topic_score_gemma":0.008742251,"domain_scores_codex":[0.9781089,0.004096222,0.003456088,0.001579892,0.01180272,0.0009562384],"domain_scores_gemma":[0.5030068,0.02573484,0.00852864,0.003868529,0.4517053,0.007155863],"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":[0.00001051555,0.000001919553,0.00002957905,0.000171438,0.000003278331,0.00003912076,0.00001603545,0.000004075532,0.00002003644,0.00006995525,0.9976851,0.001948929],"study_design_scores_gemma":[0.00005296436,0.00002098903,0.0004434404,0.001330402,0.00003446331,0.0005911881,0.0001782389,0.0001118177,0.0001452502,0.0006745493,0.9963566,0.00006017093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000761236,0.002909777,0.0006905323,0.1221987,0.869059,0.0002760541,0.0005175758,0.0003227615,0.003949543],"genre_scores_gemma":[0.003601237,0.009306213,0.002232989,0.1783605,0.6929497,0.001648312,0.001942822,0.001146174,0.1088121],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1137978,"threshold_uncertainty_score":0.3806916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020588025696971,"score_gpt":0.2298571928275601,"score_spread":0.2196513125705904,"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."}}