{"id":"W4210548000","doi":"10.5539/mas.v15n4p69","title":"Reviewer Acknowledgements, Vol. 15, No. 4, August 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; 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":[0.0005040422,0.0001130262,0.0001071361,0.00003716491,0.0004318394,0.0001007231,0.0004494555,0.00003079418,0.03964975],"category_scores_gemma":[0.001351851,0.00009466856,0.00003133507,0.001344458,0.0004599084,0.000387509,0.0004109862,0.0001155686,0.0206221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512234,"about_ca_system_score_gemma":0.000185103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009731124,"about_ca_topic_score_gemma":0.00002898959,"domain_scores_codex":[0.9982576,0.000007222675,0.0002162188,0.0005265559,0.0006490288,0.000343411],"domain_scores_gemma":[0.9983504,0.0000151807,0.00006277004,0.0004600507,0.0009839517,0.0001275788],"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":[0.000002378109,0.0003115698,0.003731953,0.00001534533,0.00000576892,0.000001465397,0.0003742709,0.0001524312,0.3251221,0.00375915,0.5862318,0.08029176],"study_design_scores_gemma":[0.0001721311,0.00001299036,0.02700532,0.00002027004,0.000007685705,0.000001099967,0.000118538,0.00505222,0.0130865,0.007083171,0.9471273,0.0003127271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05398715,0.0001926722,0.01623947,0.000446237,0.004582258,0.0003430389,0.000008145184,0.00004258018,0.9241585],"genre_scores_gemma":[0.7880701,0.0002335752,0.02306352,0.004735786,0.001505663,0.000238444,0.00005469511,0.00003747362,0.1820607],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7420977,"threshold_uncertainty_score":0.9801404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555103453404273,"score_gpt":0.2600034220005755,"score_spread":0.2444523874665328,"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."}}