{"id":"W4387139759","doi":"10.5539/ep.v12n2p20","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 12, No. 2","year":2023,"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; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008094288,0.0001914873,0.0001831931,0.00008757284,0.0007894169,0.00004376528,0.00009847669,0.0001179092,0.0009503603],"category_scores_gemma":[0.0003661924,0.000185745,0.00006395056,0.00007082892,0.0003623682,0.0002067596,0.0001196919,0.00006837787,0.002025403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263159,"about_ca_system_score_gemma":0.00001871299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000021321,"about_ca_topic_score_gemma":0.00001294781,"domain_scores_codex":[0.9984209,0.00009564644,0.0002529703,0.0004015044,0.0004001428,0.000428858],"domain_scores_gemma":[0.9995113,0.00002759073,0.00009042495,0.0001487126,0.00004040094,0.0001815483],"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":[0.00008104814,0.0001940543,0.03268595,0.0001230163,0.0001408147,0.000002392548,0.00483902,0.0001806219,0.001001366,0.002854615,0.8466449,0.1112522],"study_design_scores_gemma":[0.0004235136,0.0000546431,0.1380716,0.00002383526,0.00003126843,9.884054e-8,0.0002301205,0.00009078703,0.00002932628,0.0009601106,0.8598792,0.0002054975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049578,0.0291586,0.01452767,0.05286581,0.0361126,0.01659879,0.0004597661,0.00114362,0.0441753],"genre_scores_gemma":[0.4240659,0.2195805,0.002789146,0.001708536,0.005960512,0.0008389793,0.000394625,0.0000962698,0.3445655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3808919,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432150241648265,"score_gpt":0.2540199922943059,"score_spread":0.2296984898778232,"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."}}