{"id":"W4242999004","doi":"10.5539/ep.v7n1p93","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 7, No. 1","year":2018,"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; Computer science; Econometrics; Mathematics; 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":[0.02552004,0.002781215,0.005227366,0.008006637,0.004619757,0.007215835,0.00533893,0.01254096,0.08451007],"category_scores_gemma":[0.3760142,0.001377205,0.003754039,0.003481622,0.002225813,0.006410451,0.00376192,0.009804779,0.04109655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004975674,"about_ca_system_score_gemma":0.008707297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005077146,"about_ca_topic_score_gemma":0.008306075,"domain_scores_codex":[0.9675872,0.006198607,0.006421242,0.002309212,0.01612217,0.001361512],"domain_scores_gemma":[0.3380704,0.03128769,0.0119305,0.00502483,0.6068153,0.006871155],"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":[0.00001517299,0.000002615501,0.00005062576,0.0003623283,0.00000593308,0.00006753099,0.0000383478,0.000005852694,0.00002750748,0.00009529538,0.9966986,0.002630231],"study_design_scores_gemma":[0.00007728848,0.00002603964,0.0006375005,0.002759341,0.00005892641,0.0009202679,0.0003649225,0.0001398014,0.0001958193,0.0008843245,0.9938473,0.00008844122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00008674391,0.00320898,0.0006660848,0.1296892,0.8630593,0.0003115236,0.0004900416,0.000284415,0.002203771],"genre_scores_gemma":[0.004007458,0.009537548,0.002252002,0.1745513,0.7479497,0.001928621,0.001566161,0.001016494,0.05719075],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.97448,"threshold_uncertainty_score":0.2827144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954572639033818,"score_gpt":0.2525127873992722,"score_spread":0.232967061008934,"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."}}