{"id":"W4307961611","doi":"10.5539/sar.v11n4p55","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 11, No. 4","year":2022,"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; Political science; Research center; Library science; Sustainable agriculture; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03565357,0.002231525,0.002745129,0.007165472,0.005003635,0.01106354,0.003890533,0.005400401,0.08458359],"category_scores_gemma":[0.3033928,0.0009344287,0.002562009,0.00408429,0.001954299,0.005742169,0.003784603,0.007571205,0.05073245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005005159,"about_ca_system_score_gemma":0.01562229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316513,"about_ca_topic_score_gemma":0.004482357,"domain_scores_codex":[0.9585831,0.008808564,0.00578459,0.002825456,0.02255766,0.00144074],"domain_scores_gemma":[0.3688903,0.02468585,0.01243106,0.008544506,0.5690745,0.01637383],"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":[0.00001953489,0.000005702332,0.0001162242,0.0002393715,0.000008509034,0.00005125207,0.0001096857,0.00001307381,0.00007649175,0.0003450992,0.9888278,0.01018713],"study_design_scores_gemma":[0.00001619012,0.00001668015,0.0003231893,0.0005593197,0.00002145343,0.000245386,0.0003041435,0.0000899973,0.0001100451,0.0006874418,0.9975951,0.00003103124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002337226,0.003703775,0.002367156,0.1099627,0.8747899,0.0005632057,0.0005458282,0.0005785617,0.007255122],"genre_scores_gemma":[0.01204987,0.01317427,0.009722981,0.1040072,0.6782691,0.002885273,0.00208229,0.002784245,0.1750246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08458359,"threshold_uncertainty_score":0.2829602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07566110929680284,"score_gpt":0.3697290055789759,"score_spread":0.2940678962821731,"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."}}