{"id":"W4224993731","doi":"10.5539/mas.v16n1p58","title":"Reviewer Acknowledgements, Vol. 16, No. 1, February 2022","year":2022,"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":"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":[],"consensus_categories":[],"category_scores_codex":[0.02515629,0.002328437,0.004204311,0.006093899,0.005292998,0.00955194,0.004763944,0.01680681,0.1221972],"category_scores_gemma":[0.3013528,0.001414615,0.00299103,0.002913747,0.002166497,0.00562042,0.003146082,0.0101874,0.06414894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004531092,"about_ca_system_score_gemma":0.01010466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006754894,"about_ca_topic_score_gemma":0.0102503,"domain_scores_codex":[0.9735159,0.005289108,0.005113487,0.001670098,0.01306911,0.001342362],"domain_scores_gemma":[0.5022652,0.02593233,0.008910958,0.004984824,0.4504249,0.007481741],"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":[0.00001520327,0.000002185563,0.00003374837,0.0001995196,0.000003562167,0.00002837072,0.00001749145,0.00000434557,0.00001466665,0.00006160279,0.9976985,0.001920851],"study_design_scores_gemma":[0.0001264122,0.00002355089,0.000561599,0.001927752,0.00004313023,0.000371777,0.0002597783,0.0001330667,0.0001547389,0.0006185648,0.9957103,0.00006940757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001013378,0.002023288,0.0006405296,0.1875591,0.8021246,0.000570421,0.0008459806,0.0004555956,0.005679136],"genre_scores_gemma":[0.003828479,0.007436628,0.001938129,0.2693055,0.5843153,0.003260719,0.002093648,0.001190154,0.1266315],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1221972,"threshold_uncertainty_score":0.4087903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141121687933678,"score_gpt":0.2506352175217101,"score_spread":0.2365230487283423,"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."}}