{"id":"W4361291415","doi":"10.5539/ep.v12n1p53","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 12, No. 1","year":2023,"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; Environmental science; Environmental chemistry; Biochemical engineering; Engineering; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003898137,0.0003047808,0.0002369718,0.00005831734,0.0005637563,0.00003237982,0.000133332,0.0001306664,0.005164673],"category_scores_gemma":[0.0002454049,0.0002790599,0.00008966762,0.0000855389,0.0004256474,0.0002364516,0.0004862743,0.000112462,0.006716203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503797,"about_ca_system_score_gemma":0.00000303398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561184,"about_ca_topic_score_gemma":0.000006651758,"domain_scores_codex":[0.9981363,0.00005591803,0.0003350346,0.000593152,0.000329588,0.000549942],"domain_scores_gemma":[0.9992535,0.00002244665,0.0001081883,0.000325556,0.000009376842,0.0002809447],"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":[0.00005227181,0.0002091089,0.03939018,0.00008079489,0.00005450044,0.000001768723,0.0005059619,0.001362768,0.01851389,0.00007389671,0.8869217,0.05283317],"study_design_scores_gemma":[0.000585453,0.0001456165,0.2054578,0.00002385975,0.00004984535,9.105474e-7,0.00007136177,0.001042569,0.0003403898,0.0004141209,0.7915719,0.0002962592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592886,0.004684156,0.004044394,0.006641629,0.006662101,0.005394237,0.0005971057,0.0004432046,0.01224455],"genre_scores_gemma":[0.7101426,0.05775619,0.00407989,0.003832137,0.003077571,0.0009215475,0.0005477259,0.0002084246,0.219434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491461,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443900964461835,"score_gpt":0.2324245024122805,"score_spread":0.2179854927676621,"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."}}