{"id":"W4403789576","doi":"10.5539/sar.v13n2p101","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 13, No. 2","year":2024,"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; Agricultural economics; Business; Geography; 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01513726,0.0009099311,0.000993708,0.000820377,0.003751247,0.002540308,0.002340969,0.0008018361,0.006537055],"category_scores_gemma":[0.04629833,0.0005320043,0.0007594043,0.0149833,0.001059417,0.002733912,0.003050023,0.002599822,0.013519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008045342,"about_ca_system_score_gemma":0.000431282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009456718,"about_ca_topic_score_gemma":0.0009396935,"domain_scores_codex":[0.9835068,0.001863867,0.001106035,0.00266662,0.004500891,0.006355789],"domain_scores_gemma":[0.9373403,0.001275756,0.0001509708,0.001260006,0.05898512,0.000987843],"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":[0.00005342196,0.0003046607,0.0004748978,0.003769359,0.0002484797,0.0006477543,0.0007719831,0.0002977061,0.00110048,0.006076855,0.9847885,0.001465935],"study_design_scores_gemma":[0.0004705884,0.0004444402,0.0008929623,0.0003280019,0.0001079795,0.00001144236,0.05276175,0.0002243981,0.000801995,0.005153611,0.9379742,0.0008286551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07357021,0.1267047,0.001094328,0.01529609,0.01307174,0.06625351,0.0001828127,0.003586974,0.7002397],"genre_scores_gemma":[0.04627617,0.001281031,0.0002432036,0.00009540197,0.007227085,0.004703793,0.000276788,0.0001255852,0.9397709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2395313,"threshold_uncertainty_score":0.9997131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516972077772715,"score_gpt":0.3361169946395002,"score_spread":0.3109472738617731,"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."}}