{"id":"W4250828565","doi":"10.5539/ep.v6n2p62","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 6, No. 2","year":2017,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Environmental Policies and Emissions","field":"Environmental Science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003231812,0.000300197,0.0002410978,0.00002655179,0.001464061,0.00008607398,0.0002345735,0.0001291428,0.005387251],"category_scores_gemma":[0.0005170333,0.0002707381,0.00008685344,0.00001585444,0.0007515444,0.000401868,0.0006589672,0.000114064,0.002183283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333256,"about_ca_system_score_gemma":0.000002910394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007441977,"about_ca_topic_score_gemma":0.000009528526,"domain_scores_codex":[0.9983548,0.00003988124,0.0002978005,0.0005724492,0.0002795299,0.0004555352],"domain_scores_gemma":[0.9988704,0.00001180646,0.0002105701,0.0006108851,0.00001516147,0.0002811575],"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":[0.0001055531,0.0004728595,0.1599136,0.0001113551,0.00009564023,0.000002065065,0.0005145328,0.0004477665,0.02014446,0.000170384,0.6874623,0.1305595],"study_design_scores_gemma":[0.0005985569,0.0001183459,0.331438,0.00002364583,0.00005072896,7.373476e-7,0.00002562005,0.0003461514,0.0003998166,0.000377249,0.6663648,0.000256357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381015,0.00676835,0.006645089,0.007624894,0.009782055,0.005409398,0.0005100117,0.0001558421,0.02500284],"genre_scores_gemma":[0.8931251,0.02060674,0.004216613,0.001695198,0.002376508,0.0003172895,0.00008639952,0.00008894718,0.07748722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715244,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137976589051869,"score_gpt":0.2415794432934117,"score_spread":0.2277817843882248,"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."}}