{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02012377,0.001870235,0.003595893,0.005504615,0.004941831,0.008707811,0.004449338,0.01652744,0.1368926],"category_scores_gemma":[0.2534945,0.001154281,0.002887187,0.002780452,0.00187254,0.004817938,0.002558928,0.009125499,0.071144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005105539,"about_ca_system_score_gemma":0.0106584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008498207,"about_ca_topic_score_gemma":0.01295824,"domain_scores_codex":[0.9788876,0.003981226,0.003885503,0.001275509,0.01075776,0.001212357],"domain_scores_gemma":[0.5608568,0.02140578,0.007458986,0.003887171,0.3993402,0.007051151],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001282552,0.00000208663,0.00002905553,0.000137118,0.000002721897,0.00002824933,0.00001331153,0.000004161396,0.00001232252,0.00006409184,0.9979031,0.00179103],"study_design_scores_gemma":[0.0001024906,0.00002235183,0.0005008992,0.001544071,0.00003246678,0.0003187647,0.000222266,0.0001306739,0.0001407076,0.000616857,0.9963091,0.0000594045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001090095,0.001812923,0.0006918714,0.1736478,0.8144696,0.0005965242,0.0008059419,0.0004320921,0.007434055],"genre_scores_gemma":[0.004182065,0.007392207,0.001965636,0.2776141,0.5419639,0.00290164,0.002168511,0.001157789,0.160654],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9798762,"threshold_uncertainty_score":0.4579512,"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."}}