{"id":"W4297540337","doi":"10.5539/ep.v11n2p19","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 11, No. 2","year":2022,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollution; Environmental science; Computer science; Econometrics; Biochemical engineering; Engineering; 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008534851,0.000180876,0.0001764045,0.0000658925,0.001632202,0.0000342551,0.0001223892,0.00006178514,0.003628936],"category_scores_gemma":[0.0001951582,0.0001887255,0.00006532061,0.00005416617,0.0003041152,0.0001695759,0.0002242244,0.00009051424,0.0002598846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706942,"about_ca_system_score_gemma":0.00002489248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003628845,"about_ca_topic_score_gemma":0.00001183889,"domain_scores_codex":[0.998298,0.0001728472,0.0002523344,0.0004038215,0.00050559,0.0003673313],"domain_scores_gemma":[0.999526,0.00002074072,0.0001136146,0.0001488244,0.00003420943,0.0001566492],"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":[0.0001614269,0.0006504888,0.05584946,0.0001092402,0.0001727069,0.000003123134,0.008037072,0.0007384131,0.001124751,0.007126181,0.8467988,0.07922832],"study_design_scores_gemma":[0.0005197754,0.00009267318,0.04467607,0.00000836766,0.00003768091,2.956712e-7,0.000477359,0.00006348418,0.00002105209,0.0007400392,0.9531339,0.0002292647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156065,0.05073134,0.01365687,0.04685285,0.03356465,0.015132,0.0006929376,0.0004139816,0.02334885],"genre_scores_gemma":[0.7528046,0.05086087,0.002982937,0.002548449,0.003531343,0.001457206,0.0002871062,0.00007307767,0.1854545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621056,"threshold_uncertainty_score":0.9996675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728296250428503,"score_gpt":0.2385877126803685,"score_spread":0.2213047501760835,"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."}}