{"id":"W4293769192","doi":"10.5539/sar.v11n3p54","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 11, No. 3","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; Sustainable agriculture; Geography; Agricultural 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01382688,0.0004549556,0.0006206077,0.0001707512,0.007353071,0.0009624301,0.002203183,0.0002927781,0.004426691],"category_scores_gemma":[0.02664474,0.0001785395,0.0004015736,0.003977323,0.0002506101,0.001059718,0.002870844,0.001969935,0.0007431376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190156,"about_ca_system_score_gemma":0.0002362527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004101903,"about_ca_topic_score_gemma":0.0004960254,"domain_scores_codex":[0.9894519,0.002627819,0.0007243766,0.001372421,0.002202227,0.003621193],"domain_scores_gemma":[0.9273752,0.001509411,0.0002534872,0.0003832797,0.06999981,0.0004788055],"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":[0.0001333942,0.0004834376,0.0002724942,0.0005267214,0.00006773885,0.00006595907,0.0003087662,0.00002185535,0.005871827,0.004980852,0.9858428,0.001424139],"study_design_scores_gemma":[0.0003863814,0.001252733,0.0007260889,0.00006036014,0.00001936456,0.000007374371,0.08452813,0.00002838916,0.0004327242,0.001226142,0.9108915,0.0004407442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5774959,0.04934336,0.00005935146,0.02950074,0.01868541,0.05646795,0.0007437586,0.001492192,0.2662114],"genre_scores_gemma":[0.1233633,0.0004320073,0.00005280403,0.0002403888,0.009985681,0.005226792,0.000621106,0.00001331819,0.8600646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5938532,"threshold_uncertainty_score":0.9964834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787577496994724,"score_gpt":0.3447870386495861,"score_spread":0.2869112636796389,"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."}}