{"id":"W4236034683","doi":"10.5539/ep.v5n1p135","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 5, No. 1","year":2016,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Span (engineering); Pollution; Environmental science; Engineering; Civil engineering; 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":[0.0002917377,0.0002963356,0.0002225228,0.00003450744,0.0004074202,0.00002141659,0.0001248334,0.0001219743,0.009758933],"category_scores_gemma":[0.0003516898,0.0002118508,0.00008200512,0.00003793561,0.0005369938,0.0002892861,0.0003700388,0.00006916449,0.003500847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292742,"about_ca_system_score_gemma":0.000002894726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160727,"about_ca_topic_score_gemma":0.00000416302,"domain_scores_codex":[0.9982916,0.00005530744,0.000323146,0.0005754868,0.0002805614,0.0004739001],"domain_scores_gemma":[0.99923,0.00002507457,0.0001183389,0.0003265704,0.00001496636,0.000285053],"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":[0.00009385124,0.0003500698,0.0681233,0.00005931501,0.0000662859,9.875308e-7,0.0002853345,0.0001196409,0.07653199,0.0001407867,0.6657308,0.1884977],"study_design_scores_gemma":[0.0008647267,0.0001774907,0.1513258,0.00004171671,0.00004959468,9.945898e-7,0.00002380036,0.00008337117,0.001099589,0.0005230787,0.8455035,0.0003063105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220163,0.008663409,0.0305583,0.0122271,0.008373708,0.006043503,0.0007997633,0.0002541039,0.01106378],"genre_scores_gemma":[0.8235881,0.0360631,0.005108269,0.002796517,0.002610126,0.0004892883,0.00006992314,0.0001235382,0.1291512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881914,"threshold_uncertainty_score":0.9972751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018546507324799,"score_gpt":0.2191532737908685,"score_spread":0.2089678087176206,"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."}}