{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008547718,0.0001175137,0.00009915165,0.00009195288,0.0004583053,0.00007139066,0.0005810324,0.00003119001,0.01150098],"category_scores_gemma":[0.0009209777,0.00009338563,0.00002855359,0.002607154,0.0004980965,0.0003740465,0.0004296582,0.000105039,0.0893939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074855,"about_ca_system_score_gemma":0.0000703595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352003,"about_ca_topic_score_gemma":0.00002250257,"domain_scores_codex":[0.9981444,0.000003994096,0.0002151677,0.0004785923,0.000727613,0.0004302162],"domain_scores_gemma":[0.9989275,0.00002082746,0.00006265161,0.0003963139,0.0004738894,0.0001188221],"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":[0.000001330696,0.00006073127,0.001668793,0.000006251349,0.000002131499,2.271628e-7,0.0001659371,0.0002487411,0.06210206,0.0008960761,0.9186411,0.01620664],"study_design_scores_gemma":[0.0001515672,0.00001561799,0.07373655,0.00001403136,0.000004467638,2.467951e-7,0.0000552372,0.02362106,0.001262901,0.00888205,0.8919715,0.0002847509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07386354,0.00002808294,0.004333138,0.000520655,0.004579753,0.0005913391,0.00001261438,0.0001875386,0.9158834],"genre_scores_gemma":[0.5430718,0.0001259351,0.005205756,0.004528755,0.001357356,0.0005259832,0.00006889971,0.00004947007,0.445066],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4708173,"threshold_uncertainty_score":0.9894027,"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."}}