{"id":"W4238329085","doi":"10.5539/ep.v10n1p69","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 10, No. 1","year":2021,"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; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005959272,0.0002722761,0.0002542398,0.00003055927,0.0003215465,0.00004432339,0.0001018082,0.0001177717,0.02185405],"category_scores_gemma":[0.00120319,0.0002691524,0.00008914791,0.00007611477,0.0003028507,0.0002780749,0.0003635657,0.0001004239,0.003631665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005109975,"about_ca_system_score_gemma":0.00001438259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002107163,"about_ca_topic_score_gemma":0.00001064251,"domain_scores_codex":[0.9980708,0.0001525869,0.0003593549,0.0006480791,0.0003595732,0.0004095886],"domain_scores_gemma":[0.9991413,0.00003713637,0.0001333818,0.0004070356,0.00003791478,0.0002432458],"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":[0.0001839432,0.0008975938,0.07747884,0.0003107139,0.0001421708,0.000006547845,0.0008938835,0.0006613455,0.03189582,0.0001768761,0.7224485,0.1649037],"study_design_scores_gemma":[0.0007720913,0.000112956,0.1661931,0.00002070885,0.00006023866,0.000001217964,0.00003071909,0.0004068502,0.001195188,0.0003405355,0.8305854,0.0002810967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8635704,0.02325619,0.06039831,0.01987758,0.0111034,0.007945576,0.001118777,0.0003844155,0.01234537],"genre_scores_gemma":[0.7572875,0.0191732,0.01078628,0.01035523,0.002482931,0.0004765618,0.000396834,0.0001443895,0.198897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865517,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218101344719371,"score_gpt":0.2715394264672711,"score_spread":0.249729291995334,"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."}}