{"id":"W4404834225","doi":"10.5539/mas.v18n1p68","title":"Reviewer Acknowledgements, Vol. 18, No. 1, November 2024","year":2024,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0244496,0.002104695,0.003980572,0.006266507,0.005667422,0.00928782,0.004677531,0.01583673,0.1435895],"category_scores_gemma":[0.2855883,0.00140802,0.003038031,0.002935031,0.002082371,0.005727618,0.003269618,0.009726408,0.07055844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004776999,"about_ca_system_score_gemma":0.01041103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420679,"about_ca_topic_score_gemma":0.01041498,"domain_scores_codex":[0.9747567,0.004973216,0.004787371,0.001607866,0.01246535,0.001409571],"domain_scores_gemma":[0.5221266,0.02737581,0.009062964,0.0044549,0.4291833,0.007796441],"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":[0.00001623293,0.000002465961,0.00003598134,0.0001931432,0.000003366488,0.00002917995,0.0000165903,0.000004257894,0.00001409216,0.00006345468,0.9976106,0.002010584],"study_design_scores_gemma":[0.0001253893,0.00002473291,0.0005959587,0.001655132,0.00003909214,0.0003353335,0.0002413896,0.0001215546,0.0001481889,0.0005986259,0.9960487,0.00006595204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001068023,0.001756045,0.0006706776,0.171133,0.8181919,0.0005933992,0.0008827407,0.0004674415,0.006198056],"genre_scores_gemma":[0.00387192,0.007230544,0.002022113,0.2570184,0.5776699,0.003230035,0.002374922,0.001170503,0.1454117],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8564104,"threshold_uncertainty_score":0.4803548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006528187003834,"score_gpt":0.2825666232582832,"score_spread":0.2625013413882449,"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."}}