{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005259161,0.0001876614,0.000193537,0.00004078949,0.0006899738,0.00005289236,0.0000767942,0.0001190727,0.004295678],"category_scores_gemma":[0.0004933949,0.000188605,0.0000695654,0.00005082909,0.0003254186,0.0002031143,0.0001154447,0.00006681646,0.0010067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566501,"about_ca_system_score_gemma":0.00003714071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001162876,"about_ca_topic_score_gemma":0.00001210191,"domain_scores_codex":[0.9984605,0.0001257769,0.0002558337,0.0004306173,0.0003698505,0.0003573885],"domain_scores_gemma":[0.9994453,0.00002318612,0.00009082982,0.0001650056,0.00009217022,0.0001834796],"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":[0.0001189866,0.0005738225,0.02210027,0.0001809589,0.0002536085,0.00000673265,0.004545437,0.0001192941,0.002668199,0.00557389,0.8147566,0.1491023],"study_design_scores_gemma":[0.0005003853,0.00004689088,0.04889081,0.00002893016,0.00004651213,3.233666e-7,0.0002351273,0.00003254824,0.000149631,0.0007653394,0.9490767,0.0002267587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5494808,0.1635122,0.03927157,0.07561026,0.04104747,0.01440441,0.0005784302,0.0005847088,0.1155102],"genre_scores_gemma":[0.2052662,0.1716022,0.0075417,0.002248585,0.005160267,0.0004359936,0.0003471624,0.00007254771,0.6073253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4918151,"threshold_uncertainty_score":0.9997711,"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."}}