{"id":"W4248339156","doi":"10.5539/ep.v3n4p112","title":"Reviewer Acknowledgements for Environment and Pollution, Vol. 3, No. 4","year":2014,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pollution; Econometrics; Environmental science; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003854768,0.00017024,0.000155453,0.00000898004,0.0003701924,0.00003840374,0.0001062973,0.0000886477,0.0001801164],"category_scores_gemma":[0.000370472,0.00006979855,0.00004709797,0.00004820057,0.0001347928,0.0001584072,0.00009259967,0.00005967244,0.0004045316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004471151,"about_ca_system_score_gemma":0.000001267442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009453714,"about_ca_topic_score_gemma":0.00001158002,"domain_scores_codex":[0.998886,0.00006336274,0.0001872547,0.0003941074,0.0001962857,0.0002730172],"domain_scores_gemma":[0.9996126,0.00003229236,0.00009508423,0.00006182506,0.0000688432,0.0001293773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009020267,0.0004050412,0.07716853,0.00009655121,0.00005555007,5.749098e-7,0.0002793937,0.00007784557,0.05401214,0.0008720285,0.3595954,0.5073467],"study_design_scores_gemma":[0.0001598462,0.0001879102,0.322603,0.00001531723,0.00001964385,5.779823e-7,0.00002113376,0.0002088036,0.0003567858,0.0002894899,0.6759775,0.0001600266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990308,0.002781393,0.0008655349,0.001641114,0.002217536,0.001200253,0.0001632592,0.00006327502,0.0007596673],"genre_scores_gemma":[0.9825926,0.00401805,0.0006746181,0.0008711391,0.00280129,0.00009002998,0.0001738903,0.000002271602,0.008776127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5071867,"threshold_uncertainty_score":0.519957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057334687388673,"score_gpt":0.187010833706456,"score_spread":0.1764374868325693,"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."}}