{"id":"W4210286702","doi":"10.5539/sar.v10n3p72","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 10, No. 3","year":2021,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Research centre; Political science; Library science; Research center; Management; Geography; Agricultural economics; Agricultural science; Archaeology; Biology; Law","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":[0.008598456,0.0004718235,0.0006797451,0.0001061918,0.003140761,0.001477143,0.001389908,0.0005602437,0.005276322],"category_scores_gemma":[0.0644409,0.0001784248,0.0004272806,0.00373691,0.0002681285,0.00126837,0.001488939,0.001458313,0.002848052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120369,"about_ca_system_score_gemma":0.0003512582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320725,"about_ca_topic_score_gemma":0.0005030768,"domain_scores_codex":[0.9907442,0.00191733,0.0007342927,0.001462745,0.00161725,0.003524187],"domain_scores_gemma":[0.844597,0.001540762,0.0001853478,0.000387717,0.1527782,0.0005110008],"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":[0.00009813565,0.0004229764,0.0001065155,0.00086043,0.00009826433,0.0001400129,0.0001734092,0.000003544293,0.01355386,0.003895984,0.9779963,0.002650495],"study_design_scores_gemma":[0.0003875879,0.0006645028,0.0008295468,0.0002130446,0.00002484624,0.000008387774,0.0454998,0.00001523903,0.003129892,0.001329035,0.9474444,0.0004537696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2024367,0.08134047,0.00008679778,0.02454647,0.01179108,0.02792191,0.0003239753,0.001097435,0.6504552],"genre_scores_gemma":[0.02502761,0.001180147,0.0001049593,0.0001692351,0.01152249,0.001265139,0.0005993115,0.00001053145,0.9601206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3096654,"threshold_uncertainty_score":0.9995594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338198921113783,"score_gpt":0.3541864139797964,"score_spread":0.2908044247686585,"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."}}