{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02068249,0.002433836,0.004468339,0.007486758,0.004375447,0.00715283,0.004834356,0.01245138,0.1106805],"category_scores_gemma":[0.291033,0.001268252,0.003179717,0.00321565,0.001792622,0.00509826,0.003033533,0.008580755,0.05476961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004547588,"about_ca_system_score_gemma":0.008567115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517771,"about_ca_topic_score_gemma":0.009930317,"domain_scores_codex":[0.9741348,0.004925707,0.004419348,0.001803818,0.01364253,0.001073679],"domain_scores_gemma":[0.4384171,0.02676049,0.009623993,0.004093785,0.5140662,0.007038441],"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":[0.00001148272,0.000002024749,0.00003287418,0.0002085777,0.00000370174,0.00003879655,0.00001785745,0.000004080372,0.00001786777,0.00006478655,0.9975546,0.002043452],"study_design_scores_gemma":[0.00006724968,0.00002446601,0.000537244,0.001759199,0.00004137021,0.0005587522,0.0002114503,0.0001224744,0.0001438316,0.0006332637,0.995833,0.00006766295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007710655,0.002988452,0.0006638176,0.1284627,0.8629327,0.0003480044,0.0005970725,0.0003185376,0.003611626],"genre_scores_gemma":[0.003659903,0.009675116,0.00237596,0.1884276,0.6894681,0.002040065,0.002057397,0.001048586,0.1012471],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1106805,"threshold_uncertainty_score":0.3702631,"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."}}