{"id":"W4402951686","doi":"10.5539/ep.v13n2p22","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 13, No. 2","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; Environmental science; Econometrics; Mathematics; 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":[0.0003248747,0.0003168385,0.0002181726,0.00004964461,0.0004001972,0.0000676909,0.000115248,0.0001311784,0.007637034],"category_scores_gemma":[0.00014303,0.0002770124,0.0001014158,0.00006597902,0.0005664978,0.0003137729,0.0003495932,0.0001414909,0.004191882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309335,"about_ca_system_score_gemma":0.000004262009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005797362,"about_ca_topic_score_gemma":0.000008059717,"domain_scores_codex":[0.9982174,0.00004901165,0.0003287415,0.0006522623,0.000297695,0.0004548702],"domain_scores_gemma":[0.9993665,0.00002227433,0.00006119064,0.000281145,0.000008362281,0.0002605614],"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":[0.0000464357,0.000251244,0.01126512,0.0002185007,0.00009608972,0.000003417139,0.0006492387,0.0008135979,0.01612808,0.000288308,0.8501722,0.1200678],"study_design_scores_gemma":[0.0003707692,0.0001669139,0.04198,0.00006737048,0.0000904453,0.00000247357,0.00005856818,0.001973371,0.0004091094,0.0006054578,0.9539372,0.0003383182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934312,0.09679846,0.02924882,0.01794793,0.02144441,0.01004932,0.001299864,0.0007711189,0.0290089],"genre_scores_gemma":[0.8117703,0.05498916,0.004043219,0.002511115,0.003123596,0.0005279397,0.0002210907,0.0001611081,0.1226525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197295,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009832195120374799,"score_gpt":0.2293372972720466,"score_spread":0.2195051021516718,"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."}}