{"id":"W4244954580","doi":"10.5539/sar.v4n2p116","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 4, No. 2","year":2015,"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; Political science; Agricultural economics; Regional 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01980401,0.000858446,0.001078299,0.0005986895,0.003256311,0.001227831,0.002614196,0.0007770986,0.002757066],"category_scores_gemma":[0.1282626,0.0005151134,0.0005382939,0.01168333,0.000833171,0.002449084,0.00358857,0.002041174,0.009528069],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009593005,"about_ca_system_score_gemma":0.0005387467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008472768,"about_ca_topic_score_gemma":0.0006356277,"domain_scores_codex":[0.9824339,0.00245588,0.001096569,0.002209037,0.005390978,0.006413667],"domain_scores_gemma":[0.8550726,0.0007046107,0.0002696736,0.001323679,0.1410137,0.001615729],"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":[0.0001118735,0.0004749346,0.002011106,0.000943993,0.0001416386,0.000245359,0.0009225709,0.0005067645,0.0004260012,0.001953358,0.9917451,0.0005172812],"study_design_scores_gemma":[0.001170091,0.0006480077,0.001441029,0.00009696776,0.00007044438,0.000006471969,0.09235622,0.00007094505,0.0006808559,0.005053604,0.8976243,0.0007810662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1141619,0.02810258,0.000736017,0.007152183,0.009432754,0.05989934,0.00009364067,0.001703354,0.7787182],"genre_scores_gemma":[0.03395268,0.0003432527,0.0005315871,0.0001374339,0.007551273,0.004309728,0.0002648224,0.000104011,0.9528052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.174087,"threshold_uncertainty_score":0.999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529885429843694,"score_gpt":0.3438800043708056,"score_spread":0.2985811500723686,"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."}}