{"id":"W4415759056","doi":"10.5539/mas.v19n2p153","title":"Reviewer Acknowledgements, Vol. 19, No. 2, November 2025","year":2025,"lang":"","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":"MEDLINE","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":[0.02213215,0.002043616,0.003923574,0.006122337,0.005340297,0.01010797,0.004594814,0.01591392,0.1588616],"category_scores_gemma":[0.2561605,0.001322553,0.003043037,0.002768033,0.00196795,0.005666465,0.003079542,0.009571764,0.07880336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004655623,"about_ca_system_score_gemma":0.009670349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00605551,"about_ca_topic_score_gemma":0.01012046,"domain_scores_codex":[0.9747614,0.00470645,0.004750623,0.001637473,0.01269032,0.001453825],"domain_scores_gemma":[0.5477455,0.02212661,0.008748733,0.004189981,0.4089545,0.008234608],"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":[0.00001520536,0.000002582256,0.00003384996,0.0001767293,0.000003699108,0.00003199945,0.00001352015,0.000004242545,0.00001349267,0.00006697808,0.9975129,0.002124715],"study_design_scores_gemma":[0.0001242028,0.00002628049,0.0006006208,0.001620068,0.00003821711,0.0003437026,0.0002031823,0.00012788,0.0001534839,0.000574241,0.9961229,0.00006527152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009716639,0.001738907,0.00065131,0.1451087,0.8435896,0.0005800278,0.0008385966,0.0004530417,0.006942553],"genre_scores_gemma":[0.003967444,0.007101573,0.001799258,0.2319008,0.6048777,0.002490694,0.002383767,0.001015304,0.1444635],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1588616,"threshold_uncertainty_score":0.531445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768542497969784,"score_gpt":0.288872031870271,"score_spread":0.2711866068905732,"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."}}