{"id":"W4367316904","doi":"10.5539/mas.v17n1p71","title":"Reviewer Acknowledgements, Vol. 17, No. 1, May 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":[0.0009177198,0.0001111577,0.00009463412,0.00009510699,0.0004808884,0.00007025135,0.0006047855,0.00002898956,0.008673606],"category_scores_gemma":[0.000914055,0.00008814675,0.00002678613,0.002509983,0.0005112724,0.000343395,0.0004059192,0.00009832922,0.08316766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050059,"about_ca_system_score_gemma":0.00006950519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226738,"about_ca_topic_score_gemma":0.0000146282,"domain_scores_codex":[0.9982086,0.000004575959,0.0002061288,0.0004619546,0.0007008578,0.0004178677],"domain_scores_gemma":[0.9990092,0.00001978577,0.0000597825,0.0003838939,0.0004105432,0.0001167868],"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":[0.000001261567,0.00005053904,0.001913547,0.00000670833,0.000001908659,2.443502e-7,0.0001765616,0.0002182779,0.05023651,0.00116447,0.9247082,0.02152175],"study_design_scores_gemma":[0.000114903,0.00001529691,0.06242511,0.00001274692,0.000003794193,2.076242e-7,0.00006149794,0.01681296,0.001162943,0.008371843,0.9107753,0.0002434295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07117786,0.00003610692,0.004297566,0.0007988026,0.005134396,0.0006791699,0.00001372808,0.0002201484,0.9176422],"genre_scores_gemma":[0.5950592,0.0001485138,0.004450896,0.003018091,0.001061456,0.0004458681,0.00005680867,0.00003768592,0.3957215],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5238813,"threshold_uncertainty_score":0.9922326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235973169574632,"score_gpt":0.2825618490774836,"score_spread":0.2589645321200204,"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."}}