{"id":"W4250427291","doi":"10.5539/ep.v9n1p54","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 9, No. 1","year":2020,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003938566,0.0001861604,0.0001879349,0.00003098793,0.0005805787,0.00004044607,0.00009633328,0.0001023642,0.001420013],"category_scores_gemma":[0.0005539191,0.0001808845,0.00005983952,0.00004411357,0.0003288407,0.0002061375,0.0001006041,0.00007408556,0.0008815146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650043,"about_ca_system_score_gemma":0.000018387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255188,"about_ca_topic_score_gemma":0.000003718751,"domain_scores_codex":[0.9985977,0.00008923506,0.0002437974,0.0004011604,0.0003427524,0.0003253715],"domain_scores_gemma":[0.9994594,0.00001700503,0.00009382796,0.0001036932,0.00005564757,0.0002704157],"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":[0.0001860546,0.0002637258,0.03613861,0.0001938509,0.0001856275,0.00000193042,0.01055344,0.0001694427,0.001695152,0.003282169,0.8344955,0.1128345],"study_design_scores_gemma":[0.0004993173,0.00009565462,0.04903601,0.00001713348,0.00003990421,6.409361e-8,0.0002205619,0.0001078528,0.00005202506,0.0003703895,0.9493424,0.0002186748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5357052,0.07913764,0.08462626,0.2019785,0.03124453,0.02264475,0.0005689294,0.0008294881,0.04326469],"genre_scores_gemma":[0.7828578,0.1323148,0.007631549,0.008699525,0.01070892,0.0005068934,0.0002010252,0.00009073189,0.05698877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2471526,"threshold_uncertainty_score":0.9998964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514952337771186,"score_gpt":0.2424025165406339,"score_spread":0.217252993162922,"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."}}