{"id":"W4214710388","doi":"10.5539/sar.v10n2p98","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 10, No. 2","year":2021,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Livestock; Political science; Research centre; Library science; Management; Geography; Agricultural science; Forestry; Archaeology; Biology","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":[0.00781103,0.0005547773,0.0006587098,0.0001405745,0.004918251,0.00176317,0.001320606,0.0006555151,0.01003889],"category_scores_gemma":[0.07358018,0.0001966999,0.0003859041,0.01018167,0.0003150616,0.001839932,0.001358755,0.00179292,0.00209777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000801324,"about_ca_system_score_gemma":0.0003257284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006473195,"about_ca_topic_score_gemma":0.0005536725,"domain_scores_codex":[0.9901654,0.001734373,0.0007916391,0.00152452,0.002174646,0.00360941],"domain_scores_gemma":[0.7573142,0.001955013,0.0002029308,0.0003389165,0.2397399,0.0004490079],"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":[0.00008258547,0.0005703919,0.0001410291,0.000608971,0.0000956486,0.0001624678,0.0001240004,0.000004618958,0.01567619,0.008909015,0.9695751,0.004049974],"study_design_scores_gemma":[0.0003872395,0.0005995578,0.002758748,0.000124901,0.00003373934,0.000009627577,0.03834693,0.000006716328,0.00443881,0.003935847,0.9488003,0.0005575934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.265745,0.06214352,0.00004980378,0.04005426,0.007570328,0.02771592,0.0005051356,0.0013707,0.5948453],"genre_scores_gemma":[0.01569137,0.001698452,0.0003355852,0.0002699087,0.01078845,0.0017093,0.001817084,0.0000102317,0.9676796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3728344,"threshold_uncertainty_score":0.9992731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159735601590186,"score_gpt":0.3796729990042066,"score_spread":0.2980756429883047,"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."}}