{"id":"W4396222641","doi":"10.5539/sar.v13n1p111","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 13, No. 1","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; Political science; Agroforestry; Environmental resource management; Environmental planning; Environmental science; Geography; Economics; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01519718,0.000910143,0.0009935299,0.0008207705,0.003751047,0.002536285,0.002341922,0.0008018327,0.006628203],"category_scores_gemma":[0.04669281,0.0005321318,0.0007595119,0.01499171,0.001059427,0.002732543,0.003050336,0.002600259,0.01362422],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008043666,"about_ca_system_score_gemma":0.0004326932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009388142,"about_ca_topic_score_gemma":0.0009356428,"domain_scores_codex":[0.9835029,0.001864311,0.001105661,0.002668056,0.004501668,0.006357432],"domain_scores_gemma":[0.9372158,0.001289505,0.0001508619,0.001262161,0.05909344,0.0009882479],"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":[0.00005365674,0.0003048508,0.0004864264,0.003746052,0.0002485736,0.0006353174,0.0007718034,0.0002967766,0.001129668,0.006002437,0.9848872,0.001437215],"study_design_scores_gemma":[0.0004676478,0.0004438218,0.0009024912,0.0003305784,0.0001081295,0.0000114093,0.05307374,0.0002252173,0.0008046453,0.005117444,0.937686,0.0008288783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07479174,0.1267189,0.001124794,0.01553261,0.01316753,0.06711025,0.0001880146,0.003629301,0.6977369],"genre_scores_gemma":[0.04680372,0.001256676,0.0002471615,0.0000953856,0.00714921,0.004770071,0.0002758943,0.0001256975,0.9392762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2415393,"threshold_uncertainty_score":0.999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598399180562474,"score_gpt":0.3366971621006195,"score_spread":0.3107131702949947,"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."}}