{"id":"W4240390739","doi":"10.5539/mas.v15n3p75","title":"Reviewer Acknowledgements, Vol. 15, No. 3, June 2021","year":2021,"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":"Library science; History; Computer 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":[0.0005203963,0.0001107936,0.0001087383,0.00003714298,0.0004210026,0.00009095571,0.0004312348,0.00002926757,0.02552506],"category_scores_gemma":[0.001349173,0.00009234778,0.00003082534,0.001402266,0.0004512315,0.0003632992,0.000394027,0.0001112594,0.02126792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262142,"about_ca_system_score_gemma":0.0001681305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005377231,"about_ca_topic_score_gemma":0.00003265858,"domain_scores_codex":[0.9982676,0.000007060248,0.0002173816,0.000519982,0.0006506911,0.0003372736],"domain_scores_gemma":[0.998356,0.0000147722,0.00006261671,0.0004565614,0.0009879343,0.0001221096],"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":[0.00000235391,0.0003202761,0.002412435,0.00001467117,0.000005672508,0.000001372043,0.0003867864,0.0001472702,0.3629921,0.003703924,0.546298,0.08371516],"study_design_scores_gemma":[0.000150038,0.000008694328,0.01228004,0.00001691442,0.000006381575,8.934923e-7,0.00007506348,0.005102559,0.01537112,0.007683732,0.9590493,0.0002552351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05105021,0.0003297075,0.02557863,0.001260212,0.01000075,0.0005070321,0.0000106682,0.00005833317,0.9112045],"genre_scores_gemma":[0.6603058,0.0003388851,0.03119223,0.005921504,0.001796225,0.0002778591,0.00006481238,0.00004333887,0.3000593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6111451,"threshold_uncertainty_score":0.9794942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459355575547413,"score_gpt":0.2596851157235402,"score_spread":0.2450915599680661,"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."}}