{"id":"W4297540337","doi":"10.5539/ep.v11n2p19","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 11, No. 2","year":2022,"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; Biochemical engineering; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.01825593,0.002708478,0.004452988,0.007288221,0.004208814,0.007167347,0.004694568,0.01239971,0.1106899],"category_scores_gemma":[0.2529469,0.001287872,0.00320854,0.003223864,0.001689232,0.004979863,0.002989616,0.008174611,0.05347605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003960483,"about_ca_system_score_gemma":0.007079887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00510982,"about_ca_topic_score_gemma":0.008979741,"domain_scores_codex":[0.9766544,0.00426088,0.003832839,0.001573732,0.01268927,0.0009887846],"domain_scores_gemma":[0.4812225,0.02415862,0.008140315,0.004062167,0.475438,0.006978579],"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":[0.00001230584,0.000001985095,0.00003097052,0.0001971653,0.000003855187,0.00004801005,0.00001646662,0.000004155377,0.00002151217,0.00005896513,0.9977398,0.001864856],"study_design_scores_gemma":[0.00007201356,0.000026323,0.0005627713,0.001484182,0.00004135237,0.0007067156,0.0002117317,0.0001364419,0.00015716,0.0005797105,0.9959506,0.00007104756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007555485,0.002760064,0.000623814,0.1048994,0.8867899,0.0003103882,0.0005326435,0.0003056163,0.003702638],"genre_scores_gemma":[0.003645008,0.008740686,0.00201333,0.1586939,0.7131954,0.001741376,0.001895377,0.00101264,0.1090622],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1106899,"threshold_uncertainty_score":0.3702946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728296250428503,"score_gpt":0.2385877126803685,"score_spread":0.2213047501760835,"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."}}