{"id":"W4408941283","doi":"10.5539/ep.v14n1p28","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 14, No. 1","year":2025,"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; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006396044,0.0001903424,0.0001922204,0.00008110297,0.0007718315,0.00004624037,0.0001023201,0.0001276693,0.0007872587],"category_scores_gemma":[0.0004803935,0.0001849479,0.0000626492,0.00006020821,0.0003976377,0.0001842015,0.0001119624,0.00007516886,0.0003966279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003073787,"about_ca_system_score_gemma":0.00002967934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002082899,"about_ca_topic_score_gemma":0.00001210321,"domain_scores_codex":[0.998603,0.0000977181,0.0002656226,0.000393767,0.0002951153,0.0003448172],"domain_scores_gemma":[0.9995353,0.0000256883,0.00008392864,0.000154219,0.00007423186,0.00012669],"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":[0.0001197407,0.0003381066,0.03390484,0.0001741409,0.0002116873,9.453389e-7,0.002531904,0.00009459509,0.0007675878,0.01106099,0.8007585,0.150037],"study_design_scores_gemma":[0.0005285263,0.00004131103,0.08253877,0.00004572489,0.00005231301,5.672397e-8,0.0001457261,0.00004037609,0.00005506173,0.001694625,0.9146717,0.0001858189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4048856,0.1339384,0.1073207,0.09705672,0.0670077,0.02472418,0.0004196339,0.0007091054,0.1639379],"genre_scores_gemma":[0.3748634,0.1364144,0.0049052,0.003209536,0.002696414,0.0006531071,0.0001425889,0.00004766358,0.4770677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3131298,"threshold_uncertainty_score":0.8619931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441179740172011,"score_gpt":0.2510360649616122,"score_spread":0.2366242675598921,"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."}}