{"id":"W4293241623","doi":"10.5539/sar.v11n2p80","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 11, No. 2","year":2022,"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; Research center; Library science; Research centre; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0137752,0.000454895,0.0006206742,0.0001707101,0.007353954,0.000962501,0.002203313,0.0002927984,0.004447139],"category_scores_gemma":[0.02641272,0.0001785301,0.0004015344,0.003976114,0.0002505938,0.001059645,0.002872119,0.0019699,0.0007310433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002184031,"about_ca_system_score_gemma":0.0002353575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097698,"about_ca_topic_score_gemma":0.0004956758,"domain_scores_codex":[0.9894526,0.002629075,0.0007243761,0.001372099,0.002201469,0.003620398],"domain_scores_gemma":[0.9279308,0.001503311,0.0002537068,0.0003831339,0.06945036,0.000478749],"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":[0.0001322198,0.000483426,0.0002656184,0.0005234507,0.00006777268,0.00006669771,0.0003089074,0.00002192637,0.005706541,0.005070093,0.9859155,0.001437799],"study_design_scores_gemma":[0.0003849542,0.001256283,0.0007217302,0.00005999091,0.00001947694,0.000007452021,0.08433839,0.00002825731,0.0004243802,0.001232783,0.9110855,0.000440728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5729885,0.04985424,0.00005826589,0.02955898,0.01867474,0.05652241,0.0007417171,0.001496799,0.2701043],"genre_scores_gemma":[0.1217724,0.0004383728,0.00005269768,0.0002419359,0.01006731,0.005255614,0.0006350013,0.00001338194,0.8615233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5914189,"threshold_uncertainty_score":0.9964629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701753351840046,"score_gpt":0.3446480328106641,"score_spread":0.2876304992922637,"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."}}