{"id":"W4226497775","doi":"10.5539/ep.v11n1p79","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 11, No. 1","year":2022,"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; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009605,0.0002625493,0.0002318922,0.00004905138,0.0007516572,0.00002884283,0.0001612665,0.00006161942,0.01867443],"category_scores_gemma":[0.0004834614,0.00026932,0.0000837607,0.00008106689,0.0002833895,0.0002329281,0.0006995727,0.0001354314,0.0009591633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009303408,"about_ca_system_score_gemma":0.000009694127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006432592,"about_ca_topic_score_gemma":0.00001035418,"domain_scores_codex":[0.9979179,0.0002086518,0.0003545235,0.0006084093,0.000489693,0.0004208415],"domain_scores_gemma":[0.9992102,0.00003330935,0.000166318,0.0003677908,0.00001425905,0.0002080847],"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":[0.0002360317,0.000961356,0.1796705,0.0001788077,0.00009216669,0.000002907454,0.001481876,0.003767553,0.0128848,0.0002143627,0.7168096,0.08370002],"study_design_scores_gemma":[0.0007951382,0.0002193017,0.1525002,0.00000600392,0.00004854262,0.000001105426,0.00006098601,0.000779126,0.000171167,0.0003283912,0.8448083,0.0002817092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501912,0.005829046,0.01687927,0.009874567,0.007242679,0.00664644,0.001069522,0.0002192192,0.002048068],"genre_scores_gemma":[0.9632556,0.00249842,0.001897884,0.00516792,0.0007514896,0.0006918609,0.000145507,0.00006413275,0.02552714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279987,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200901894712577,"score_gpt":0.2640502196666222,"score_spread":0.2439600301953645,"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."}}