{"id":"W4253557288","doi":"10.5539/mas.v14n10p59","title":"Reviewer Acknowledgements, Vol. 14, No. 10, October 2020","year":2020,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0003830554,0.0001287686,0.0001155753,0.00002233153,0.0003516837,0.00007687266,0.0006518249,0.00003000161,0.0267428],"category_scores_gemma":[0.002073837,0.0001019685,0.00003051418,0.00120413,0.0004782989,0.0004079642,0.000382135,0.0001211433,0.04600269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563761,"about_ca_system_score_gemma":0.00007905602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000044895,"about_ca_topic_score_gemma":0.000004213435,"domain_scores_codex":[0.99821,0.000005371903,0.0002308248,0.0005372828,0.0006865782,0.0003299844],"domain_scores_gemma":[0.9986256,0.00001222858,0.00007492852,0.0002850411,0.0007804405,0.0002217565],"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":[0.00000508302,0.00008048344,0.001230812,0.00001168763,0.000002824324,2.634983e-7,0.0004727629,0.0001328374,0.07832961,0.000597254,0.9004171,0.01871923],"study_design_scores_gemma":[0.0001453225,0.00002910324,0.007875934,0.000006907283,0.00000524282,1.818505e-7,0.00003006892,0.01576516,0.001988645,0.001663894,0.9722579,0.0002316614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03962198,0.000130012,0.02299275,0.003470457,0.004047579,0.0009697598,0.00001482285,0.000160226,0.9285924],"genre_scores_gemma":[0.911287,0.00007636386,0.0113976,0.01668563,0.001604877,0.0002007083,0.00002693011,0.00003759563,0.05868336],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8716649,"threshold_uncertainty_score":0.9741469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981324779777912,"score_gpt":0.2569734528128093,"score_spread":0.2371602050150301,"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."}}