{"id":"W4409942990","doi":"10.5539/sar.v14n1p51","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 14, No. 1","year":2025,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Sustainable agriculture; Regional science; Geography; Agricultural economics; Agroforestry; Environmental science; Economics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01434287,0.0008701084,0.001131283,0.0008905778,0.005150393,0.001291812,0.002807795,0.000863653,0.003620657],"category_scores_gemma":[0.09727948,0.0005334658,0.0006581293,0.01650972,0.0008751401,0.001838762,0.003967139,0.002272963,0.004357982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008258813,"about_ca_system_score_gemma":0.0004799551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005790519,"about_ca_topic_score_gemma":0.000732872,"domain_scores_codex":[0.9843531,0.002170588,0.001186866,0.002385463,0.003696469,0.006207509],"domain_scores_gemma":[0.8861474,0.001150653,0.0002413288,0.001468534,0.1102661,0.0007258965],"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":[0.00009940485,0.0004971475,0.001896494,0.002243285,0.0002395045,0.0001557285,0.0003585579,0.0002960279,0.001076054,0.006809149,0.9853442,0.0009844888],"study_design_scores_gemma":[0.001007031,0.0003187731,0.003201775,0.0002377313,0.0001071576,0.000002656715,0.04476342,0.00005719166,0.001339572,0.006773128,0.9414807,0.0007108671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04224921,0.02497952,0.0009330849,0.009001981,0.006633459,0.04601889,0.00006577538,0.001123703,0.8689944],"genre_scores_gemma":[0.02605616,0.0006609174,0.0003294455,0.0002130049,0.002602413,0.004969554,0.0001965061,0.00006419513,0.9649078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1065697,"threshold_uncertainty_score":0.999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097809131745467,"score_gpt":0.3358298173890018,"score_spread":0.3148517260715472,"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."}}