{"id":"W4210280484","doi":"10.5539/sar.v11n1p56","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 11, No. 1","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; Research centre; Agricultural economics; Geography; Agricultural science; Economics; Archaeology; 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":[0.0138316,0.0004550045,0.0006205593,0.0001707947,0.00735355,0.0009609248,0.002204239,0.0002927971,0.004511327],"category_scores_gemma":[0.02665006,0.0001785743,0.0004015932,0.003978445,0.0002505965,0.001059096,0.002872424,0.001970242,0.0007369969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183559,"about_ca_system_score_gemma":0.0002361531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406685,"about_ca_topic_score_gemma":0.0004934684,"domain_scores_codex":[0.98945,0.002629723,0.000724124,0.001372864,0.002201864,0.003621371],"domain_scores_gemma":[0.9277467,0.001520798,0.0002536437,0.0003840021,0.06961568,0.0004791898],"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":[0.0001327799,0.0004835916,0.0002721995,0.0005199406,0.0000677787,0.00006535515,0.00030874,0.00002184906,0.005860412,0.005004406,0.9858547,0.001408292],"study_design_scores_gemma":[0.0003823188,0.001253983,0.0007293979,0.00006045384,0.00001949717,0.000007426845,0.08479962,0.00002835264,0.0004256607,0.001223329,0.9106293,0.0004406763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5770039,0.04936803,0.00005935795,0.02973839,0.01863276,0.05671953,0.0007560833,0.001500281,0.2662217],"genre_scores_gemma":[0.1230704,0.0004295727,0.00005356022,0.0002417867,0.009951056,0.005329783,0.0006326062,0.00001338842,0.8602779],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5940562,"threshold_uncertainty_score":0.9963987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880482756738221,"score_gpt":0.3452399670231921,"score_spread":0.2864351394558099,"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."}}