{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01709347,0.002362547,0.003985428,0.007092391,0.00417168,0.006900217,0.004411072,0.01254535,0.1129069],"category_scores_gemma":[0.2600654,0.001174808,0.002998534,0.00292728,0.001626197,0.004716213,0.002752499,0.008322214,0.0560254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004254183,"about_ca_system_score_gemma":0.007168202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004577352,"about_ca_topic_score_gemma":0.008420515,"domain_scores_codex":[0.9792956,0.003994489,0.00323732,0.001540146,0.01101697,0.0009154526],"domain_scores_gemma":[0.5208057,0.02531798,0.008719983,0.003901134,0.4339924,0.007262761],"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":[0.00001074017,0.000001875298,0.00002900432,0.0001788146,0.000003203129,0.00003870208,0.00001629884,0.000003828864,0.00002004545,0.0000680453,0.9975979,0.002031586],"study_design_scores_gemma":[0.00005174162,0.00002166665,0.0004516142,0.001343248,0.00003443692,0.0006118655,0.0001757391,0.0001067382,0.0001337923,0.000650575,0.9963601,0.00005841634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007288693,0.003279058,0.000635961,0.1234221,0.8677375,0.0002493338,0.0004938034,0.0003018142,0.003807458],"genre_scores_gemma":[0.003462038,0.009654003,0.002051942,0.173601,0.7062694,0.001482742,0.001755485,0.001062342,0.100661],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1129069,"threshold_uncertainty_score":0.3777111,"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."}}