{"id":"W4243612375","doi":"10.5539/ep.v5n2p78","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 5, No. 2","year":2016,"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; Biochemical engineering; Engineering; 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":[0.0006105645,0.0001855984,0.0001715507,0.00005206653,0.0005753943,0.00002894346,0.00009226911,0.0001105454,0.001777251],"category_scores_gemma":[0.0005262364,0.0001402138,0.00005819827,0.0000306681,0.0004629051,0.0002553645,0.00008916622,0.00004170732,0.001043665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982457,"about_ca_system_score_gemma":0.00001822985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288544,"about_ca_topic_score_gemma":0.000008052849,"domain_scores_codex":[0.9985636,0.00009545559,0.000243122,0.0003873816,0.0003401057,0.0003702811],"domain_scores_gemma":[0.9994695,0.00003083145,0.00009926441,0.0001493333,0.00006573259,0.0001853314],"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":[0.0001394088,0.0003105106,0.05307159,0.00008535931,0.0001624536,0.000001237692,0.002639671,0.00001406566,0.003974749,0.005431557,0.5539298,0.3802396],"study_design_scores_gemma":[0.0006214058,0.0000653756,0.09523884,0.00004165683,0.00003052396,1.052023e-7,0.00007585748,0.000006781789,0.00009338157,0.001196611,0.9024199,0.0002095765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650373,0.04951352,0.1012937,0.08860958,0.04096447,0.01682708,0.000552787,0.0005867279,0.03661482],"genre_scores_gemma":[0.5908738,0.1620947,0.004012955,0.001425264,0.005890195,0.0005061519,0.00005654426,0.0000649802,0.2350754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38003,"threshold_uncertainty_score":0.9997342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726935547788862,"score_gpt":0.2401701607436374,"score_spread":0.2229008052657488,"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."}}