{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02329023,0.002121788,0.003820469,0.005856561,0.00532041,0.00871271,0.004477238,0.01543772,0.1316664],"category_scores_gemma":[0.283341,0.001297141,0.002734942,0.002649737,0.002003281,0.005690832,0.003203065,0.009535568,0.06937735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738242,"about_ca_system_score_gemma":0.01035521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006463971,"about_ca_topic_score_gemma":0.01016226,"domain_scores_codex":[0.9758287,0.004832204,0.004542687,0.001534997,0.01195907,0.001302271],"domain_scores_gemma":[0.53014,0.02528905,0.008984617,0.004417694,0.4231629,0.008005736],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001401658,0.000002388432,0.00003788004,0.0001642931,0.000002638207,0.00002729404,0.00001675836,0.000004186215,0.00001267088,0.00006019232,0.997543,0.002114587],"study_design_scores_gemma":[0.00009779695,0.00002179406,0.000553726,0.001593894,0.00003037422,0.0003183797,0.0002377825,0.0001194187,0.0001261693,0.0005560115,0.9962851,0.00005958747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001289947,0.002027132,0.0006962012,0.2139132,0.7736367,0.0006435923,0.0008523505,0.000504871,0.007596907],"genre_scores_gemma":[0.004347302,0.007806777,0.002090022,0.280439,0.5364425,0.003374577,0.002298774,0.00118334,0.1620176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9767098,"threshold_uncertainty_score":0.4404681,"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."}}