{"id":"W4414584263","doi":"10.5539/ep.v14n2p43","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 14, No. 2","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":"Key (lock)","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":[0.01808462,0.002570871,0.004312687,0.007045107,0.004094312,0.007238939,0.004741728,0.01269733,0.1177325],"category_scores_gemma":[0.2468816,0.001272225,0.003193864,0.002991,0.001710604,0.005038498,0.002939198,0.00833421,0.05898205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004025966,"about_ca_system_score_gemma":0.00759843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005183253,"about_ca_topic_score_gemma":0.009494022,"domain_scores_codex":[0.9768116,0.00419306,0.00381535,0.001590755,0.0125895,0.0009998428],"domain_scores_gemma":[0.4847777,0.02259852,0.008474065,0.003933734,0.4728674,0.007348747],"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":[0.00001151688,0.000002054391,0.00003076236,0.0001788719,0.000003685778,0.00004287638,0.00001472238,0.000003883069,0.00001936117,0.00005784782,0.9977201,0.001914167],"study_design_scores_gemma":[0.00007231368,0.00002556227,0.0005357594,0.001477222,0.00003967715,0.0006103804,0.0001941642,0.0001331951,0.0001516875,0.000583393,0.99611,0.00006660241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007364309,0.002646574,0.0006464013,0.1099754,0.8816667,0.0003181981,0.0005223903,0.0003211507,0.003829535],"genre_scores_gemma":[0.003460089,0.008390565,0.002143998,0.1686182,0.6994403,0.001730253,0.001864383,0.001006674,0.1133455],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1177325,"threshold_uncertainty_score":0.3938544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387708319634601,"score_gpt":0.250474849230276,"score_spread":0.23659776603393,"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."}}