{"id":"W4200004890","doi":"10.5539/ep.v10n2p82","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 10, No. 2","year":2021,"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; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01779137,0.002761107,0.004536045,0.007187531,0.004169839,0.007269475,0.004856463,0.01338217,0.1087127],"category_scores_gemma":[0.249116,0.001346264,0.003290411,0.003161099,0.001701387,0.005132475,0.002959981,0.008770664,0.05351575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004297045,"about_ca_system_score_gemma":0.007555317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005557734,"about_ca_topic_score_gemma":0.0100679,"domain_scores_codex":[0.9779148,0.004050262,0.003650034,0.001538699,0.01183911,0.001007039],"domain_scores_gemma":[0.4882621,0.02469588,0.008753375,0.003805792,0.4671682,0.007314668],"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":[0.0000121341,0.000002053436,0.00003169567,0.0002042627,0.000003730916,0.0000462619,0.00001454749,0.000004123432,0.00001991999,0.00005290459,0.9978041,0.00180434],"study_design_scores_gemma":[0.00007823931,0.00002667967,0.0006105933,0.001632849,0.00004345294,0.000709619,0.0002028019,0.0001378695,0.0001524992,0.0005742879,0.9957574,0.00007370568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007106074,0.002829246,0.000519951,0.1126859,0.8794369,0.000296039,0.0005462325,0.0002811367,0.003333489],"genre_scores_gemma":[0.003255636,0.009101002,0.001783921,0.1668031,0.7187638,0.001656894,0.001846702,0.0008963805,0.09589248],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8912873,"threshold_uncertainty_score":0.3636801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188587232752506,"score_gpt":0.2459529189159646,"score_spread":0.227094195640714,"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."}}