{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03930483,0.00247438,0.003156578,0.00884649,0.005718902,0.01257618,0.00434364,0.006621105,0.09076799],"category_scores_gemma":[0.3378924,0.001064553,0.002869765,0.00505344,0.00220955,0.006633674,0.004226794,0.008934332,0.05833044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005558672,"about_ca_system_score_gemma":0.01601407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340554,"about_ca_topic_score_gemma":0.004495398,"domain_scores_codex":[0.9511856,0.01023871,0.006853259,0.003598692,0.02640312,0.001720497],"domain_scores_gemma":[0.32574,0.02851857,0.01439335,0.008901007,0.6063168,0.01613029],"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":[0.00001874648,0.000005926732,0.0001037113,0.0002404032,0.00000744423,0.00005020514,0.0001049546,0.00001246396,0.00006424532,0.0003344149,0.9900306,0.009026882],"study_design_scores_gemma":[0.00001510782,0.0000165584,0.0003047211,0.0006265215,0.00001977935,0.0002454668,0.00029836,0.00008880008,0.0001041925,0.0006931542,0.9975536,0.00003368064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001923692,0.003585658,0.002188985,0.1092121,0.8760879,0.0005353349,0.0005636032,0.0005887493,0.007045392],"genre_scores_gemma":[0.009934668,0.01317758,0.008667654,0.1193366,0.6849005,0.002800907,0.002269633,0.002949149,0.1559633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09076799,"threshold_uncertainty_score":0.3036491,"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."}}