{"id":"W4237819541","doi":"10.5539/ep.v4n1p59","title":"Reviewer Acknowledgements for Environment and Pollution, Vol. 4, No. 1","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; Environmental science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.000385965,0.0001702586,0.000155375,0.000008975815,0.0003713499,0.00003837508,0.0001062821,0.0000887644,0.0001882503],"category_scores_gemma":[0.0003745819,0.00006980776,0.00004709978,0.00004813796,0.0001347682,0.0001583097,0.00009262592,0.00005976776,0.0004031029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000447598,"about_ca_system_score_gemma":0.000001273959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009341235,"about_ca_topic_score_gemma":0.0000113411,"domain_scores_codex":[0.9988855,0.00006346231,0.0001870919,0.0003943558,0.0001966176,0.000273012],"domain_scores_gemma":[0.9996117,0.00003224911,0.000095048,0.00006187581,0.000069753,0.0001293912],"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":[0.00008694757,0.0003922547,0.07468912,0.00009452405,0.00005478199,5.640585e-7,0.00027461,0.00008026827,0.05357181,0.0008273137,0.3667213,0.5032065],"study_design_scores_gemma":[0.0001559578,0.0001849408,0.3240521,0.00001523194,0.00001956913,5.820815e-7,0.0000209715,0.0002065864,0.0003558627,0.0002869595,0.6745418,0.0001594953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902526,0.00276245,0.0008800742,0.0016559,0.002238224,0.001208756,0.0001678145,0.00006375014,0.0007704566],"genre_scores_gemma":[0.982388,0.00398619,0.0006830737,0.0008776115,0.002818007,0.00009378525,0.000175847,0.000002289298,0.008975185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.503047,"threshold_uncertainty_score":0.5181207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066991319750795,"score_gpt":0.1871447816160619,"score_spread":0.1764748684185539,"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."}}