{"id":"W4387139759","doi":"10.5539/ep.v12n2p20","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 12, No. 2","year":2023,"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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01777027,0.002694669,0.004557807,0.007211976,0.004182424,0.00709091,0.004749143,0.01267449,0.1134764],"category_scores_gemma":[0.2464091,0.001300103,0.003265073,0.003210775,0.001680678,0.004927621,0.002881906,0.008262188,0.0554604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008722,"about_ca_system_score_gemma":0.007165628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239783,"about_ca_topic_score_gemma":0.009364229,"domain_scores_codex":[0.9777464,0.004066524,0.003682619,0.001532246,0.01200084,0.0009714136],"domain_scores_gemma":[0.4922413,0.02280137,0.008437078,0.003982134,0.4653758,0.007162334],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001210448,0.000002018637,0.00003146614,0.0001913602,0.00000379635,0.00004700448,0.00001618435,0.000003862874,0.00002156988,0.00005642663,0.9976878,0.001926306],"study_design_scores_gemma":[0.00007505938,0.00002629338,0.0005802649,0.001519438,0.00004396472,0.0007298869,0.0002132301,0.0001438606,0.0001627527,0.0006020052,0.9958313,0.00007186389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007756046,0.002901113,0.0006571689,0.1080724,0.883526,0.0003053922,0.000517068,0.0003267746,0.003616537],"genre_scores_gemma":[0.003603381,0.008865302,0.002123807,0.1628956,0.7113201,0.001727572,0.001784604,0.001077733,0.1066019],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9822297,"threshold_uncertainty_score":0.3796163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432150241648265,"score_gpt":0.2540199922943059,"score_spread":0.2296984898778232,"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."}}