{"id":"W4388157358","doi":"10.5539/sar.v12n2p86","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 12, No. 2","year":2023,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Library science; Political science; Geography; Management; Archaeology; Economics","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009732403,0.0006620514,0.0006968181,0.000313846,0.004622634,0.001123962,0.001959534,0.00056359,0.001446758],"category_scores_gemma":[0.02626854,0.0002306001,0.0004205031,0.009733492,0.0003067572,0.001122735,0.002459875,0.001337234,0.005759345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066062,"about_ca_system_score_gemma":0.0001387788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006556831,"about_ca_topic_score_gemma":0.0005535209,"domain_scores_codex":[0.9885327,0.0009807767,0.0007631811,0.001641864,0.002821146,0.005260391],"domain_scores_gemma":[0.9119373,0.001108738,0.0001575286,0.00032431,0.08584142,0.0006307083],"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":[0.00007696802,0.0002615421,0.000264211,0.0008805978,0.0001022753,0.0001315436,0.000251338,0.000008415212,0.004659045,0.005983477,0.9816893,0.005691253],"study_design_scores_gemma":[0.0004835274,0.0006152068,0.01437444,0.0001448253,0.00002666661,0.000001364305,0.03421435,0.00001276603,0.0009910531,0.004743631,0.9437289,0.0006632326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3695739,0.01694942,0.00004436188,0.03896464,0.01555345,0.08326355,0.0003646031,0.006382097,0.468904],"genre_scores_gemma":[0.01658485,0.002614236,0.0001029551,0.0001896771,0.008579434,0.00405541,0.001904988,0.00001371544,0.9659547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4970507,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06118982464458324,"score_gpt":0.3367350681181786,"score_spread":0.2755452434735954,"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."}}