{"id":"W4200563780","doi":"10.5539/sar.v10n4p51","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 10, No. 4","year":2021,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Political science; Library science; Research center; Sustainable agriculture; Geography; Agricultural economics; Archaeology; Economics; 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":[0.008603694,0.0004718486,0.0006798679,0.0001062296,0.003141953,0.001477743,0.001390689,0.0005602799,0.00520897],"category_scores_gemma":[0.0637945,0.0001784507,0.0004273059,0.003736546,0.0002681653,0.001268512,0.001489372,0.001458279,0.002803582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200148,"about_ca_system_score_gemma":0.0003502509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311756,"about_ca_topic_score_gemma":0.0005046543,"domain_scores_codex":[0.9907439,0.001917137,0.0007344931,0.001462856,0.001617171,0.00352449],"domain_scores_gemma":[0.8462572,0.00154459,0.0001855594,0.0003882663,0.1511129,0.0005115384],"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":[0.00009899466,0.0004234776,0.0001067828,0.0008559541,0.00009834418,0.0001404974,0.0001736817,0.000003509211,0.01340738,0.004006875,0.9780335,0.002651035],"study_design_scores_gemma":[0.0003863769,0.0006730828,0.0008325004,0.0002134136,0.00002498683,0.000008453524,0.04559645,0.00001527803,0.003080426,0.001339206,0.947376,0.0004538025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2020923,0.08171131,0.00008737297,0.02455594,0.01173137,0.02798998,0.000322256,0.001100525,0.650409],"genre_scores_gemma":[0.02557853,0.001183737,0.0001053655,0.0001698912,0.01146975,0.00126906,0.0006014008,0.00001056148,0.9596117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3092027,"threshold_uncertainty_score":0.9995588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06381734117623748,"score_gpt":0.3546183273089626,"score_spread":0.2908009861327251,"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."}}