{"id":"W4242999004","doi":"10.5539/ep.v7n1p93","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 7, No. 1","year":2018,"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; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006485819,0.0001872054,0.0001705636,0.00005513481,0.0008977523,0.00004277399,0.00009715171,0.000115679,0.002049749],"category_scores_gemma":[0.000426155,0.0001780201,0.00005247989,0.00004301524,0.0007535359,0.0002176109,0.00009822506,0.00005901924,0.001352633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350853,"about_ca_system_score_gemma":0.00001958335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319715,"about_ca_topic_score_gemma":0.00001623737,"domain_scores_codex":[0.9985541,0.00009171547,0.0002415904,0.000393132,0.0003434989,0.0003760036],"domain_scores_gemma":[0.9994482,0.00001719075,0.00009841655,0.0001531383,0.0001018772,0.0001811937],"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":[0.0001572328,0.0003456458,0.03764071,0.00009400041,0.0001710456,9.320776e-7,0.006788753,0.00001862663,0.001408426,0.004273953,0.799275,0.1498256],"study_design_scores_gemma":[0.000433325,0.0001213982,0.08852091,0.00002415155,0.00003571846,1.151163e-7,0.0001530122,0.00004265508,0.00008992478,0.0009223456,0.9094442,0.0002122513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7493466,0.03580952,0.04977011,0.03178623,0.04822819,0.01496328,0.000302867,0.0005085571,0.06928462],"genre_scores_gemma":[0.7404938,0.07344621,0.007551681,0.002427497,0.01396415,0.0004320288,0.0001199992,0.00007189208,0.1614928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496134,"threshold_uncertainty_score":0.9994249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954572639033818,"score_gpt":0.2525127873992722,"score_spread":0.232967061008934,"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."}}