{"id":"W4388077416","doi":"10.5539/mas.v17n2p83","title":"Reviewer Acknowledgements, Vol. 17, No. 2, November 2023","year":2023,"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":"Environmental 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":[0.02123403,0.001959956,0.003642453,0.005436134,0.005073373,0.009210763,0.004233179,0.01561633,0.1405917],"category_scores_gemma":[0.2455445,0.001262609,0.002874566,0.002837401,0.001905526,0.00507884,0.002901444,0.009288342,0.07274663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004484875,"about_ca_system_score_gemma":0.0103682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006356206,"about_ca_topic_score_gemma":0.01079847,"domain_scores_codex":[0.9769717,0.004344228,0.00424455,0.001386315,0.01173683,0.001316423],"domain_scores_gemma":[0.558809,0.02169701,0.007626028,0.004005705,0.3999419,0.007920311],"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":[0.00001450771,0.000002260709,0.00003439647,0.0001507148,0.000003047079,0.00003115602,0.00001383981,0.000004139863,0.0000130712,0.00005924227,0.997771,0.001902774],"study_design_scores_gemma":[0.000116222,0.00002350887,0.0005674257,0.001452834,0.00003441793,0.0003676781,0.0002285931,0.0001319345,0.0001478071,0.0005838172,0.9962836,0.00006214002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001126542,0.001679266,0.000693075,0.1659359,0.8222818,0.0005977333,0.0008207735,0.000467402,0.007411373],"genre_scores_gemma":[0.004183424,0.007270162,0.001819778,0.2510231,0.576345,0.00272732,0.002268215,0.00112274,0.1532404],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1405917,"threshold_uncertainty_score":0.4703262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192464227116096,"score_gpt":0.2767653559730827,"score_spread":0.2548407137019217,"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."}}