{"id":"W4240310172","doi":"10.5539/ep.v8n1p75","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 8, No. 1","year":2019,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"COVID-19 impact on air quality","field":"Environmental Science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006751831,0.0002740824,0.0002546258,0.00003967465,0.0002086826,0.000033248,0.0001250323,0.0001159911,0.01359392],"category_scores_gemma":[0.0006125404,0.0002567123,0.00007856415,0.00005537607,0.0002448314,0.000322325,0.0002964813,0.0001054891,0.008104499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959676,"about_ca_system_score_gemma":0.000007196792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003519608,"about_ca_topic_score_gemma":0.000005285657,"domain_scores_codex":[0.9981934,0.0001045254,0.0003353561,0.0006055645,0.0003512282,0.0004099359],"domain_scores_gemma":[0.9991778,0.00003335814,0.000148055,0.0004048899,0.00002536896,0.0002105747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002450429,0.0006136242,0.4741884,0.0003598318,0.0001125463,9.600114e-7,0.0009615698,0.001034254,0.0246707,0.0001705051,0.3822937,0.1153488],"study_design_scores_gemma":[0.0007862251,0.0001780846,0.3193214,0.00001817917,0.00003584199,3.311875e-7,0.0000209801,0.0006351348,0.0003124733,0.000248901,0.6781899,0.000252588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740433,0.00252465,0.008529056,0.002463786,0.004907976,0.004413313,0.0002085515,0.0001080011,0.002801395],"genre_scores_gemma":[0.9517245,0.003946709,0.002371832,0.003598011,0.0009144091,0.0001756497,0.00007584076,0.00005855571,0.03713451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2958962,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619401321329736,"score_gpt":0.2606341509240839,"score_spread":0.2444401377107866,"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."}}