{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01667508,0.002292827,0.003939791,0.007096482,0.003940873,0.005750146,0.004337227,0.008877025,0.1049571],"category_scores_gemma":[0.2624703,0.001035869,0.00269745,0.002940712,0.002077401,0.005339529,0.002998474,0.007125098,0.04530839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004266701,"about_ca_system_score_gemma":0.006892114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169129,"about_ca_topic_score_gemma":0.01095983,"domain_scores_codex":[0.9801494,0.003618821,0.003298303,0.001361277,0.01078966,0.0007825204],"domain_scores_gemma":[0.4995416,0.02129797,0.009142546,0.004403649,0.458955,0.006659277],"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":[0.000009477752,0.000001561926,0.00003221583,0.0001652668,0.000003165724,0.00004646296,0.00002724756,0.000004113951,0.00002224371,0.00008530432,0.9975104,0.002092595],"study_design_scores_gemma":[0.00005450391,0.00001932817,0.0006022832,0.001382321,0.00003780189,0.000570407,0.0003083704,0.00013888,0.0001911382,0.0007969606,0.9958314,0.00006652926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001015202,0.002537563,0.0008281921,0.1339489,0.8574497,0.0003359712,0.0005660689,0.0003643276,0.003867842],"genre_scores_gemma":[0.005751389,0.007662725,0.003002583,0.1852038,0.6587734,0.002127417,0.001743654,0.001553449,0.1341816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1049571,"threshold_uncertainty_score":0.3511165,"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."}}