{"id":"W4230113790","doi":"10.5539/mas.v15n2p112","title":"Reviewer Acknowledgements, Vol. 15, No. 2, April 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":[0.0005379455,0.0001134829,0.0001092591,0.00003662914,0.0004324985,0.00009681271,0.0004516637,0.000030602,0.02538506],"category_scores_gemma":[0.001438479,0.00009478012,0.00003207781,0.00132903,0.0004541433,0.0003650248,0.0004189608,0.0001135946,0.02121656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469942,"about_ca_system_score_gemma":0.0001843773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006336828,"about_ca_topic_score_gemma":0.00002080237,"domain_scores_codex":[0.9982213,0.000007391965,0.0002186121,0.0005345428,0.0006741776,0.0003439485],"domain_scores_gemma":[0.9983145,0.00001574027,0.00006351819,0.0004735806,0.001007066,0.0001255974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002879265,0.0003804064,0.004308093,0.00001849477,0.000007005133,0.000001573181,0.0004928394,0.0001913028,0.4565456,0.004727651,0.4141672,0.119157],"study_design_scores_gemma":[0.0001838397,0.00001274924,0.02394363,0.0000201588,0.000007542994,0.000001075632,0.00009675277,0.007020526,0.0157194,0.01014227,0.9425299,0.0003221592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05834162,0.0002725237,0.02430023,0.0006835332,0.005677398,0.0004212976,0.000008766295,0.00005023672,0.9102444],"genre_scores_gemma":[0.8352978,0.0002695484,0.02708185,0.005351334,0.001572122,0.0002451618,0.00005051206,0.00003731209,0.1300944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.78015,"threshold_uncertainty_score":0.9795455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555450280838476,"score_gpt":0.2586866634787149,"score_spread":0.2431321606703301,"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."}}